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1.71-1.51-.91-1.03-.62-1.03.62-1.51.91.39-1.71.28-1.18-.91-.79L9.88 9.1l1.76-.15 1.2-.1.47-1.11.69-1.62.69 1.62.47 1.11 1.2.1 1.75.15-1.33 1.16-.92.79.28 1.18M1.16 12c-.299-.5-.171-1.11.29-1.41l2.73-1.8 1.57 1.36-3.2 2.11c-.17.11-.36.17-.55.17-.32 0-.64-.16-.84-.43m.29 8.16 5.86-3.85L7 17.76l-.34 1.37-4.11 2.71c-.17.11-.36.16-.55.16-.32 0-.64-.16-.84-.45a1.013 1.013 0 0 1 .29-1.39m5.87-8.66.92.81-.27 1.19-5.42 3.55c-.17.11-.36.16-.55.16-.32 0-.64-.15-.84-.45a1 1 0 0 1 .29-1.38l5.87-3.88Z"/></svg> <span class=md-ellipsis> Patterns </span> </a> </li> <li class=md-nav__item> <a href=../../tutorials/patterns-and-projections/projections/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m23 7.5-6.47-.54L14 1l-2.53 5.96L5 7.5l4.9 4.27-1.46 6.33L14 14.74l5.56 3.36-1.47-6.33L23 7.5m-6.86 4.73.4 1.71-1.51-.91-1.03-.62-1.03.62-1.51.91.39-1.71.28-1.18-.91-.79L9.88 9.1l1.76-.15 1.2-.1.47-1.11.69-1.62.69 1.62.47 1.11 1.2.1 1.75.15-1.33 1.16-.92.79.28 1.18M1.16 12c-.299-.5-.171-1.11.29-1.41l2.73-1.8 1.57 1.36-3.2 2.11c-.17.11-.36.17-.55.17-.32 0-.64-.16-.84-.43m.29 8.16 5.86-3.85L7 17.76l-.34 1.37-4.11 2.71c-.17.11-.36.16-.55.16-.32 0-.64-.16-.84-.45a1.013 1.013 0 0 1 .29-1.39m5.87-8.66.92.81-.27 1.19-5.42 3.55c-.17.11-.36.16-.55.16-.32 0-.64-.15-.84-.45a1 1 0 0 1 .29-1.38l5.87-3.88Z"/></svg> <span class=md-ellipsis> Projections </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3_9> <label class=md-nav__link for=__nav_3_9 id=__nav_3_9_label tabindex> <span class=md-ellipsis> Cross-validation </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_3_9_label aria-expanded=false> <label class=md-nav__title for=__nav_3_9> <span class="md-nav__icon md-icon"></span> Cross-validation </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a 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viewbox="0 0 24 24"><path d="M4 3c-1.11 0-2 .89-2 2v4c0 1.11.89 2 2 2h4c1.11 0 2-.89 2-2V5c0-1.11-.89-2-2-2m.2 1.5 1.06 1.05L5.27 9.5 2.74 6.95 3.81 5.9l1.47 1.49M4 13c-1.11 0-2 .89-2 2v4c0 1.11.89 2 2 2h4c1.11 0 2-.89 2-2v-4c0-1.11-.89-2-2-2m-4 2h4v4H4m8-14h10v2H12m0 12v-2h10v2m-10-8h10v2H12Z"/></svg> <span class=md-ellipsis> Development </span> </a> </li> <li class=md-nav__item> <a href=../../documentation/indicators/analysis/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 8c-1.5 0-2.3 1.4-1.9 2.5l-3.6 3.6c-.3-.1-.7-.1-1 0l-2.6-2.6c.4-1.1-.4-2.5-1.9-2.5-1.4 0-2.3 1.4-1.9 2.5L3.5 16c-1.1-.3-2.5.5-2.5 2 0 1.1.9 2 2 2 1.4 0 2.3-1.4 1.9-2.5l4.5-4.6c.3.1.7.1 1 0l2.6 2.6c-.3 1 .5 2.5 2 2.5s2.3-1.4 1.9-2.5l3.6-3.6c1.1.3 2.5-.5 2.5-1.9 0-1.1-.9-2-2-2m-6 1 .9-2.1L18 6l-2.1-.9L15 3l-.9 2.1L12 6l2.1.9L15 9M3.5 11 4 9l2-.5L4 8l-.5-2L3 8l-2 .5L3 9l.5 2Z"/></svg> <span class=md-ellipsis> Analysis </span> </a> </li> <li class=md-nav__item> <a href=../../documentation/indicators/parsers/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m14.6 16.6 4.6-4.6-4.6-4.6L16 6l6 6-6 6-1.4-1.4m-5.2 0L4.8 12l4.6-4.6L8 6l-6 6 6 6 1.4-1.4Z"/></svg> <span class=md-ellipsis> Parsers </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4_5> <label class=md-nav__link for=__nav_4_5 id=__nav_4_5_label tabindex> <span class=md-ellipsis> Portfolio </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_4_5_label aria-expanded=false> <label class=md-nav__title for=__nav_4_5> <span class="md-nav__icon md-icon"></span> Portfolio </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../documentation/portfolio/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17.45 15.18 22 7.31V21H2V3h2v12.54L9.5 6 16 9.78l4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L4.31 19h2.26l4.39-7.56 6.49 3.74Z"/></svg> <span class=md-ellipsis> Portfolio </span> </a> </li> <li class=md-nav__item> <a href=../../documentation/portfolio/from-orders/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 2v20h20V2H2m18 10h-4v4h4v4h-4v-4h-4v4H8v-4H4v-4h4V8H4V4h4v4h4V4h4v4h4v4m-4-4v4h-4V8h4m-4 4v4H8v-4h4Z"/></svg> <span class=md-ellipsis> From orders </span> </a> </li> <li class=md-nav__item> <a href=../../documentation/portfolio/from-signals/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 10c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2m6 2c0-3.3-2.7-6-6-6s-6 2.7-6 6c0 2.2 1.2 4.1 3 5.2l1-1.7c-1.2-.7-2-2-2-3.4 0-2.2 1.8-4 4-4s4 1.8 4 4c0 1.5-.8 2.8-2 3.4l1 1.7c1.8-1 3-3 3-5.2M12 2C6.5 2 2 6.5 2 12c0 3.7 2 6.9 5 8.6l1-1.7c-2.4-1.4-4-4-4-6.9 0-4.4 3.6-8 8-8s8 3.6 8 8c0 3-1.6 5.5-4 6.9l1 1.7c3-1.7 5-4.9 5-8.6 0-5.5-4.5-10-10-10Z"/></svg> <span class=md-ellipsis> From signals </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=../../documentation/to-be-continued/index.html class=md-nav__link> <span class=md-ellipsis> To be continued... </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5 checked> <label class=md-nav__link for=__nav_5 id=__nav_5_label tabindex> <span class=md-ellipsis> API </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_5_label aria-expanded=true> <label class=md-nav__title for=__nav_5> <span class="md-nav__icon md-icon"></span> API </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../index.html class=md-nav__link> <span class=md-ellipsis> API </span> </a> </li> <li class=md-nav__item> <a href=../_settings/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M6 2c-1.11 0-2 .89-2 2v16a2 2 0 0 0 2 2h6.68a7 7 0 0 1-.68-3 7 7 0 0 1 7-7 7 7 0 0 1 1 .08V8l-6-6H6m7 1.5L18.5 9H13V3.5M18 14a.26.26 0 0 0-.26.21l-.19 1.32c-.3.13-.59.29-.85.47l-1.24-.5c-.11 0-.24 0-.31.13l-1 1.73c-.06.11-.04.24.06.32l1.06.82a4.193 4.193 0 0 0 0 1l-1.06.82a.26.26 0 0 0-.06.32l1 1.73c.06.13.19.13.31.13l1.24-.5c.26.18.54.35.85.47l.19 1.32c.02.12.12.21.26.21h2c.11 0 .22-.09.24-.21l.19-1.32c.3-.13.57-.29.84-.47l1.23.5c.13 0 .26 0 .33-.13l1-1.73a.26.26 0 0 0-.06-.32l-1.07-.82c.02-.17.04-.33.04-.5 0-.17-.01-.33-.04-.5l1.06-.82a.26.26 0 0 0 .06-.32l-1-1.73c-.06-.13-.19-.13-.32-.13l-1.23.5c-.27-.18-.54-.35-.85-.47l-.19-1.32A.236.236 0 0 0 20 14h-2m1 3.5c.83 0 1.5.67 1.5 1.5s-.67 1.5-1.5 1.5c-.84 0-1.5-.67-1.5-1.5s.67-1.5 1.5-1.5Z"/></svg> <span class=md-ellipsis> _settings </span> </a> </li> <li class=md-nav__item> <a href=../_opt_deps/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M6 2c-1.11 0-2 .89-2 2v16a2 2 0 0 0 2 2h6.68a7 7 0 0 1-.68-3 7 7 0 0 1 7-7 7 7 0 0 1 1 .08V8l-6-6H6m7 1.5L18.5 9H13V3.5M18 14a.26.26 0 0 0-.26.21l-.19 1.32c-.3.13-.59.29-.85.47l-1.24-.5c-.11 0-.24 0-.31.13l-1 1.73c-.06.11-.04.24.06.32l1.06.82a4.193 4.193 0 0 0 0 1l-1.06.82a.26.26 0 0 0-.06.32l1 1.73c.06.13.19.13.31.13l1.24-.5c.26.18.54.35.85.47l.19 1.32c.02.12.12.21.26.21h2c.11 0 .22-.09.24-.21l.19-1.32c.3-.13.57-.29.84-.47l1.23.5c.13 0 .26 0 .33-.13l1-1.73a.26.26 0 0 0-.06-.32l-1.07-.82c.02-.17.04-.33.04-.5 0-.17-.01-.33-.04-.5l1.06-.82a.26.26 0 0 0 .06-.32l-1-1.73c-.06-.13-.19-.13-.32-.13l-1.23.5c-.27-.18-.54-.35-.85-.47l-.19-1.32A.236.236 0 0 0 20 14h-2m1 3.5c.83 0 1.5.67 1.5 1.5s-.67 1.5-1.5 1.5c-.84 0-1.5-.67-1.5-1.5s.67-1.5 1.5-1.5Z"/></svg> <span class=md-ellipsis> _opt_deps </span> </a> </li> <li class="md-nav__item md-nav__item--active"> <input class="md-nav__toggle md-toggle" type=checkbox id=__toc> <label class="md-nav__link md-nav__link--active" for=__toc> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> <span class="md-nav__icon md-icon"></span> </label> <a href=index.html class="md-nav__link md-nav__link--active"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_accessor class=md-nav__link> <span class=md-ellipsis> register_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_dataframe_accessor class=md-nav__link> <span class=md-ellipsis> register_dataframe_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_df_vbt_accessor class=md-nav__link> <span class=md-ellipsis> register_df_vbt_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_idx_vbt_accessor class=md-nav__link> <span class=md-ellipsis> register_idx_vbt_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_index_accessor class=md-nav__link> <span class=md-ellipsis> register_index_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_series_accessor class=md-nav__link> <span class=md-ellipsis> register_series_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_sr_vbt_accessor class=md-nav__link> <span class=md-ellipsis> register_sr_vbt_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.register_vbt_accessor class=md-nav__link> <span class=md-ellipsis> register_vbt_accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Accessor class=md-nav__link> <span class=md-ellipsis> Accessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.CachedAccessor class=md-nav__link> <span class=md-ellipsis> CachedAccessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_Accessor class=md-nav__link> <span class=md-ellipsis> Vbt_Accessor() </span> </a> <nav class=md-nav aria-label=Vbt_Accessor()> <ul class=md-nav__list> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_Accessor.px class=md-nav__link> <span class=md-ellipsis> px </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_Accessor.returns class=md-nav__link> <span class=md-ellipsis> returns </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_Accessor.signals class=md-nav__link> <span class=md-ellipsis> signals </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_DFAccessor class=md-nav__link> <span class=md-ellipsis> Vbt_DFAccessor() </span> </a> <nav class=md-nav aria-label=Vbt_DFAccessor()> <ul class=md-nav__list> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_DFAccessor.ohlcv class=md-nav__link> <span class=md-ellipsis> ohlcv </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_DFAccessor.px class=md-nav__link> <span class=md-ellipsis> px </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_DFAccessor.returns class=md-nav__link> <span class=md-ellipsis> returns </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_DFAccessor.signals class=md-nav__link> <span class=md-ellipsis> signals </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_IDXAccessor class=md-nav__link> <span class=md-ellipsis> Vbt_IDXAccessor() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_SRAccessor class=md-nav__link> <span class=md-ellipsis> Vbt_SRAccessor() </span> </a> <nav class=md-nav aria-label=Vbt_SRAccessor()> <ul class=md-nav__list> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_SRAccessor.px class=md-nav__link> <span class=md-ellipsis> px </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_SRAccessor.returns class=md-nav__link> <span class=md-ellipsis> returns </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.accessors.Vbt_SRAccessor.signals class=md-nav__link> <span class=md-ellipsis> signals </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_5> <label class=md-nav__link for=__nav_5_5 id=__nav_5_5_label tabindex> <span class=md-ellipsis> base </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_5_label aria-expanded=false> <label class=md-nav__title for=__nav_5_5> <span class="md-nav__icon md-icon"></span> base </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../base/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../base/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../base/combining/index.html class=md-nav__link> <span class=md-ellipsis> combining </span> </a> </li> <li class=md-nav__item> <a href=../base/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../base/flex_indexing/index.html class=md-nav__link> <span class=md-ellipsis> flex_indexing </span> </a> </li> <li class=md-nav__item> <a href=../base/indexes/index.html class=md-nav__link> <span class=md-ellipsis> indexes <span class=dobjtype>module</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/base/indexes.py target=_blank title="Jump to source"><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></a> </span> </a> </li> <li class=md-nav__item> <a href=../base/indexing/index.html class=md-nav__link> <span class=md-ellipsis> indexing </span> </a> </li> <li class=md-nav__item> <a href=../base/merging/index.html class=md-nav__link> <span class=md-ellipsis> merging </span> </a> </li> <li class=md-nav__item> <a href=../base/preparing/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 4V3a1 1 0 0 0-1-1H5a1 1 0 0 0-1 1v4a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V6h1v4H9v11a1 1 0 0 0 1 1h2a1 1 0 0 0 1-1v-9h8V4h-3Z"/></svg> <span class=md-ellipsis> preparing </span> </a> </li> <li class=md-nav__item> <a href=../base/reshaping/index.html class=md-nav__link> <span class=md-ellipsis> reshaping </span> </a> </li> <li class=md-nav__item> <a href=../base/wrapping/index.html class=md-nav__link> <span class=md-ellipsis> wrapping </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../base/grouping/index.html class=md-nav__link> <span class=md-ellipsis> grouping </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../base/resampling/index.html class=md-nav__link> <span class=md-ellipsis> resampling </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_6> <label class=md-nav__link for=__nav_5_6 id=__nav_5_6_label tabindex> <span class=md-ellipsis> data </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_6_label aria-expanded=false> <label class=md-nav__title for=__nav_5_6> <span class="md-nav__icon md-icon"></span> data </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../data/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 3C7.58 3 4 4.79 4 7s3.58 4 8 4 8-1.79 8-4-3.58-4-8-4M4 9v3c0 2.21 3.58 4 8 4s8-1.79 8-4V9c0 2.21-3.58 4-8 4s-8-1.79-8-4m0 5v3c0 2.21 3.58 4 8 4s8-1.79 8-4v-3c0 2.21-3.58 4-8 4s-8-1.79-8-4Z"/></svg> <span class=md-ellipsis> data </span> </a> </li> <li class=md-nav__item> <a href=../data/base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../data/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../data/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class=md-nav__item> <a href=../data/saver/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 20a7 7 0 0 1-7-7 7 7 0 0 1 7-7 7 7 0 0 1 7 7 7 7 0 0 1-7 7m7.03-12.61 1.42-1.42c-.45-.51-.9-.97-1.41-1.41L17.62 6c-1.55-1.26-3.5-2-5.62-2a9 9 0 0 0-9 9 9 9 0 0 0 9 9c5 0 9-4.03 9-9 0-2.12-.74-4.07-1.97-5.61M11 14h2V8h-2m4-7H9v2h6V1Z"/></svg> <span class=md-ellipsis> saver </span> </a> </li> <li class=md-nav__item> <a href=../data/updater/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 20a7 7 0 0 1-7-7 7 7 0 0 1 7-7 7 7 0 0 1 7 7 7 7 0 0 1-7 7m7.03-12.61 1.42-1.42c-.45-.51-.9-.97-1.41-1.41L17.62 6c-1.55-1.26-3.5-2-5.62-2a9 9 0 0 0-9 9 9 9 0 0 0 9 9c5 0 9-4.03 9-9 0-2.12-.74-4.07-1.97-5.61M11 14h2V8h-2m4-7H9v2h6V1Z"/></svg> <span class=md-ellipsis> updater </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../data/custom/index.html class=md-nav__link> <span class=md-ellipsis> custom </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_7> <label class=md-nav__link for=__nav_5_7 id=__nav_5_7_label tabindex> <span class=md-ellipsis> generic </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_7_label aria-expanded=false> <label class=md-nav__title for=__nav_5_7> <span class="md-nav__icon md-icon"></span> generic </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../generic/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 2h4v2H4v16h2v2H2V2m18 2h-2V2h4v20h-4v-2h2V4M9 5h1v5h1v1H8v-1h1V6l-1 .5v-1L9 5m6 8h1v5h1v1h-3v-1h1v-4l-1 .5v-1l1-.5m-6 0c1.1 0 2 1.34 2 3s-.9 3-2 3-2-1.34-2-3 .9-3 2-3m0 1c-.55 0-1 .9-1 2s.45 2 1 2 1-.9 1-2-.45-2-1-2m6-9c1.1 0 2 1.34 2 3s-.9 3-2 3-2-1.34-2-3 .9-3 2-3m0 1c-.55 0-1 .9-1 2s.45 2 1 2 1-.9 1-2-.45-2-1-2Z"/></svg> <span class=md-ellipsis> generic </span> </a> </li> <li class=md-nav__item> <a href=../generic/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../generic/analyzable/index.html class=md-nav__link> <span class=md-ellipsis> analyzable </span> </a> </li> <li class=md-nav__item> <a href=../generic/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../generic/drawdowns/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> drawdowns </span> </a> </li> <li class=md-nav__item> <a href=../generic/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../generic/plots_builder/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.04 19.61a2.682 2.682 0 0 0-2.54-1.81c-1.5 0-2.7 1.2-2.7 2.7V22H4a2 2 0 0 1-2-2v-3.8h1.5c1.5 0 2.7-1.2 2.7-2.7S5 10.8 3.5 10.8H2V7c0-1.1.9-2 2-2h4V3.5a2.5 2.5 0 0 1 5 0V5h4a2 2 0 0 1 2 2v4h1.5a2.5 2.5 0 0 1 2.5 2.5c0 .32-.06.62-.17.89A5.991 5.991 0 0 0 19 13c-3.31 0-6 2.69-6 6 0 .2 0 .41.04.61M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2Z"/></svg> <span class=md-ellipsis> plots_builder </span> </a> </li> <li class=md-nav__item> <a href=../generic/plotting/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7.2 11.2c1.77 0 3.2 1.43 3.2 3.2 0 1.77-1.43 3.2-3.2 3.2-1.77 0-3.2-1.43-3.2-3.2 0-1.77 1.43-3.2 3.2-3.2m7.6 4.8a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m.4-12A4.8 4.8 0 0 1 20 8.8c0 2.65-2.15 4.8-4.8 4.8a4.8 4.8 0 0 1-4.8-4.8c0-2.65 2.15-4.8 4.8-4.8Z"/></svg> <span class=md-ellipsis> plotting </span> </a> </li> <li class=md-nav__item> <a href=../generic/price_records/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> price_records </span> </a> </li> <li class=md-nav__item> <a href=../generic/ranges/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> ranges </span> </a> </li> <li class=md-nav__item> <a href=../generic/stats_builder/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.04 19.61a2.682 2.682 0 0 0-2.54-1.81c-1.5 0-2.7 1.2-2.7 2.7V22H4a2 2 0 0 1-2-2v-3.8h1.5c1.5 0 2.7-1.2 2.7-2.7S5 10.8 3.5 10.8H2V7c0-1.1.9-2 2-2h4V3.5a2.5 2.5 0 0 1 5 0V5h4a2 2 0 0 1 2 2v4h1.5a2.5 2.5 0 0 1 2.5 2.5c0 .32-.06.62-.17.89A5.991 5.991 0 0 0 19 13c-3.31 0-6 2.69-6 6 0 .2 0 .41.04.61M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2Z"/></svg> <span class=md-ellipsis> stats_builder </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../generic/nb/index.html class=md-nav__link> <span class=md-ellipsis> nb </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../generic/splitting/index.html class=md-nav__link> <span class=md-ellipsis> splitting </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_8> <label class=md-nav__link for=__nav_5_8 id=__nav_5_8_label tabindex> <span class=md-ellipsis> indicators </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_8_label aria-expanded=false> <label class=md-nav__title for=__nav_5_8> <span class="md-nav__icon md-icon"></span> indicators </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../indicators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m3 14 .5.07L8.07 9.5a1.95 1.95 0 0 1 .52-1.91c.78-.79 2.04-.79 2.82 0 .53.52.7 1.26.52 1.91l2.57 2.57.5-.07c.18 0 .35 0 .5.07l3.57-3.57C19 8.35 19 8.18 19 8a2 2 0 0 1 2-2 2 2 0 0 1 2 2 2 2 0 0 1-2 2c-.18 0-.35 0-.5-.07l-3.57 3.57c.07.15.07.32.07.5a2 2 0 0 1-2 2 2 2 0 0 1-2-2l.07-.5-2.57-2.57c-.32.07-.68.07-1 0L4.93 15.5 5 16a2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2Z"/></svg> <span class=md-ellipsis> indicators </span> </a> </li> <li class=md-nav__item> <a href=../indicators/configs/index.html class=md-nav__link> <span class=md-ellipsis> configs </span> </a> </li> <li class=md-nav__item> <a href=../indicators/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../indicators/expr/index.html class=md-nav__link> <span class=md-ellipsis> expr </span> </a> </li> <li class=md-nav__item> <a href=../indicators/factory/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18v2h4v-2H4m0-4v2h10v-2H4m6 4v2h4v-2h-4m6-4v2h4v-2h-4m0 4v2h4v-2h-4M2 22V8l5 4V8l5 4V8l5 4 1-10h3l1 10v10H2Z"/></svg> <span class=md-ellipsis> factory </span> </a> </li> <li class=md-nav__item> <a href=../indicators/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class=md-nav__item> <a href=../indicators/talib_/index.html class=md-nav__link> <span class=md-ellipsis> talib_ </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../indicators/custom/index.html class=md-nav__link> <span class=md-ellipsis> custom </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_9> <label class=md-nav__link for=__nav_5_9 id=__nav_5_9_label tabindex> <span class=md-ellipsis> labels </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_9_label aria-expanded=false> <label class=md-nav__title for=__nav_5_9> <span class="md-nav__icon md-icon"></span> labels </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../labels/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18h9l-2 2H4c-.5 0-1.03-.21-1.41-.59C2.21 19.03 2 18.5 2 18V8h2v10M17.63 4.84C17.27 4.33 16.67 4 16 4H8c-1.1 0-2 .9-2 2v8c0 1.1.9 2 2 2h8c.67 0 1.27-.34 1.63-.85L22 10l-4.37-5.16M16 14H8V6h8l3.55 4Z"/></svg> <span class=md-ellipsis> labels </span> </a> </li> <li class=md-nav__item> <a href=../labels/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../labels/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../labels/generators/index.html class=md-nav__link> <span class=md-ellipsis> generators </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_10> <label class=md-nav__link for=__nav_5_10 id=__nav_5_10_label tabindex> <span class=md-ellipsis> messaging </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_10_label aria-expanded=false> <label class=md-nav__title for=__nav_5_10> <span class="md-nav__icon md-icon"></span> messaging </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../messaging/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 2a2 2 0 0 1 2 2v12a2 2 0 0 1-2 2H6l-4 4V4a2 2 0 0 1 2-2h16M4 4v13.17L5.17 16H20V4H4m2 3h12v2H6V7m0 4h9v2H6v-2Z"/></svg> <span class=md-ellipsis> messaging </span> </a> </li> <li class=md-nav__item> <a href=../messaging/telegram/index.html class=md-nav__link> <span class=md-ellipsis> telegram </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_11> <label class=md-nav__link for=__nav_5_11 id=__nav_5_11_label tabindex> <span class=md-ellipsis> ohlcv </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_11_label aria-expanded=false> <label class=md-nav__title for=__nav_5_11> <span class="md-nav__icon md-icon"></span> ohlcv </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../ohlcv/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2v3h2v14H8v3H6v-3H4V5h2V2h2m8 0v5h-2v10h2v5h2v-5h2V7h-2V2h-2Z"/></svg> <span class=md-ellipsis> ohlcv </span> </a> </li> <li class=md-nav__item> <a href=../ohlcv/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../ohlcv/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_12> <label class=md-nav__link for=__nav_5_12 id=__nav_5_12_label tabindex> <span class=md-ellipsis> portfolio </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_12_label aria-expanded=false> <label class=md-nav__title for=__nav_5_12> <span class="md-nav__icon md-icon"></span> portfolio </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../portfolio/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17.45 15.18 22 7.31V21H2V3h2v12.54L9.5 6 16 9.78l4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L4.31 19h2.26l4.39-7.56 6.49 3.74Z"/></svg> <span class=md-ellipsis> portfolio </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/call_seq/index.html class=md-nav__link> <span class=md-ellipsis> call_seq </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/logs/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> logs </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/orders/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> orders </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/preparing/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 4V3a1 1 0 0 0-1-1H5a1 1 0 0 0-1 1v4a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V6h1v4H9v11a1 1 0 0 0 1 1h2a1 1 0 0 0 1-1v-9h8V4h-3Z"/></svg> <span class=md-ellipsis> preparing </span> </a> </li> <li class=md-nav__item> <a href=../portfolio/trades/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> trades </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../portfolio/nb/index.html class=md-nav__link> <span class=md-ellipsis> nb </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../portfolio/pfopt/index.html class=md-nav__link> <span class=md-ellipsis> pfopt </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_13> <label class=md-nav__link for=__nav_5_13 id=__nav_5_13_label tabindex> <span class=md-ellipsis> px </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_13_label aria-expanded=false> <label class=md-nav__title for=__nav_5_13> <span class="md-nav__icon md-icon"></span> px </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../px/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7.2 11.2c1.77 0 3.2 1.43 3.2 3.2 0 1.77-1.43 3.2-3.2 3.2-1.77 0-3.2-1.43-3.2-3.2 0-1.77 1.43-3.2 3.2-3.2m7.6 4.8a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m.4-12A4.8 4.8 0 0 1 20 8.8c0 2.65-2.15 4.8-4.8 4.8a4.8 4.8 0 0 1-4.8-4.8c0-2.65 2.15-4.8 4.8-4.8Z"/></svg> <span class=md-ellipsis> px </span> </a> </li> <li class=md-nav__item> <a href=../px/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_14> <label class=md-nav__link for=__nav_5_14 id=__nav_5_14_label tabindex> <span class=md-ellipsis> records </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_14_label aria-expanded=false> <label class=md-nav__title for=__nav_5_14> <span class="md-nav__icon md-icon"></span> records </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../records/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> records </span> </a> </li> <li class=md-nav__item> <a href=../records/base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../records/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../records/col_mapper/index.html class=md-nav__link> <span class=md-ellipsis> col_mapper </span> </a> </li> <li class=md-nav__item> <a href=../records/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../records/mapped_array/index.html class=md-nav__link> <span class=md-ellipsis> mapped_array </span> </a> </li> <li class=md-nav__item> <a href=../records/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_15> <label class=md-nav__link for=__nav_5_15 id=__nav_5_15_label tabindex> <span class=md-ellipsis> registries </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_15_label aria-expanded=false> <label class=md-nav__title for=__nav_5_15> <span class="md-nav__icon md-icon"></span> registries </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../registries/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m17 21-2.75-3 1.16-1.16L17 18.43l3.59-3.59 1.16 1.41M12.8 21H5a2 2 0 0 1-2-2V5c0-1.11.89-2 2-2h14a2 2 0 0 1 2 2v7.8c-.88-.51-1.91-.8-3-.8l-1 .08V11H7v2h7.69A5.983 5.983 0 0 0 12 18c0 1.09.29 2.12.8 3m-.8-6H7v2h5m5-10H7v2h10"/></svg> <span class=md-ellipsis> registries </span> </a> </li> <li class=md-nav__item> <a href=../registries/ca_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m19 8-4 4h3a6 6 0 0 1-6 6c-1 0-1.97-.25-2.8-.7l-1.46 1.46A7.93 7.93 0 0 0 12 20a8 8 0 0 0 8-8h3M6 12a6 6 0 0 1 6-6c1 0 1.97.25 2.8.7l1.46-1.46A7.93 7.93 0 0 0 12 4a8 8 0 0 0-8 8H1l4 4 4-4"/></svg> <span class=md-ellipsis> ca_registry </span> </a> </li> <li class=md-nav__item> <a href=../registries/ch_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> ch_registry </span> </a> </li> <li class=md-nav__item> <a href=../registries/jit_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 16a3 3 0 0 1-3-3c0-1.12.61-2.1 1.5-2.61l9.71-5.62-5.53 9.58c-.5.98-1.51 1.65-2.68 1.65m0-13c1.81 0 3.5.5 4.97 1.32l-2.1 1.21C14 5.19 13 5 12 5a8 8 0 0 0-8 8c0 2.21.89 4.21 2.34 5.65h.01c.39.39.39 1.02 0 1.41-.39.39-1.03.39-1.42.01A9.969 9.969 0 0 1 2 13 10 10 0 0 1 12 3m10 10c0 2.76-1.12 5.26-2.93 7.07-.39.38-1.02.38-1.41-.01a.996.996 0 0 1 0-1.41A7.95 7.95 0 0 0 20 13c0-1-.19-2-.54-2.9L20.67 8C21.5 9.5 22 11.18 22 13Z"/></svg> <span class=md-ellipsis> jit_registry </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_16> <label class=md-nav__link for=__nav_5_16 id=__nav_5_16_label tabindex> <span class=md-ellipsis> returns </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_16_label aria-expanded=false> <label class=md-nav__title for=__nav_5_16> <span class="md-nav__icon md-icon"></span> returns </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../returns/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m16 11.78 4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L5.46 19H22v2H2V3h2v14.54L9.5 8l6.5 3.78Z"/></svg> <span class=md-ellipsis> returns </span> </a> </li> <li class=md-nav__item> <a href=../returns/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../returns/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../returns/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class=md-nav__item> <a href=../returns/qs_adapter/index.html class=md-nav__link> <span class=md-ellipsis> qs_adapter </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_17> <label class=md-nav__link for=__nav_5_17 id=__nav_5_17_label tabindex> <span class=md-ellipsis> signals </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_17_label aria-expanded=false> <label class=md-nav__title for=__nav_5_17> <span class="md-nav__icon md-icon"></span> signals </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../signals/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 10c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2m6 2c0-3.3-2.7-6-6-6s-6 2.7-6 6c0 2.2 1.2 4.1 3 5.2l1-1.7c-1.2-.7-2-2-2-3.4 0-2.2 1.8-4 4-4s4 1.8 4 4c0 1.5-.8 2.8-2 3.4l1 1.7c1.8-1 3-3 3-5.2M12 2C6.5 2 2 6.5 2 12c0 3.7 2 6.9 5 8.6l1-1.7c-2.4-1.4-4-4-4-6.9 0-4.4 3.6-8 8-8s8 3.6 8 8c0 3-1.6 5.5-4 6.9l1 1.7c3-1.7 5-4.9 5-8.6 0-5.5-4.5-10-10-10Z"/></svg> <span class=md-ellipsis> signals </span> </a> </li> <li class=md-nav__item> <a href=../signals/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../signals/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../signals/factory/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18v2h4v-2H4m0-4v2h10v-2H4m6 4v2h4v-2h-4m6-4v2h4v-2h-4m0 4v2h4v-2h-4M2 22V8l5 4V8l5 4V8l5 4 1-10h3l1 10v10H2Z"/></svg> <span class=md-ellipsis> factory </span> </a> </li> <li class=md-nav__item> <a href=../signals/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../signals/generators/index.html class=md-nav__link> <span class=md-ellipsis> generators </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_18> <label class=md-nav__link for=__nav_5_18 id=__nav_5_18_label tabindex> <span class=md-ellipsis> utils </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_18_label aria-expanded=false> <label class=md-nav__title for=__nav_5_18> <span class="md-nav__icon md-icon"></span> utils </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../utils/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m21.71 20.29-1.42 1.42a1 1 0 0 1-1.41 0L7 9.85A3.81 3.81 0 0 1 6 10a4 4 0 0 1-3.78-5.3l2.54 2.54.53-.53 1.42-1.42.53-.53L4.7 2.22A4 4 0 0 1 10 6a3.81 3.81 0 0 1-.15 1l11.86 11.88a1 1 0 0 1 0 1.41M2.29 18.88a1 1 0 0 0 0 1.41l1.42 1.42a1 1 0 0 0 1.41 0l5.47-5.46-2.83-2.83M20 2l-4 2v2l-2.17 2.17 2 2L18 8h2l2-4Z"/></svg> <span class=md-ellipsis> utils </span> </a> </li> <li class=md-nav__item> <a href=../utils/annotations/index.html class=md-nav__link> <span class=md-ellipsis> annotations </span> </a> </li> <li class=md-nav__item> <a href=../utils/array_/index.html class=md-nav__link> <span class=md-ellipsis> array_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/attr_/index.html class=md-nav__link> <span class=md-ellipsis> attr_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/caching/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m19 8-4 4h3a6 6 0 0 1-6 6c-1 0-1.97-.25-2.8-.7l-1.46 1.46A7.93 7.93 0 0 0 12 20a8 8 0 0 0 8-8h3M6 12a6 6 0 0 1 6-6c1 0 1.97.25 2.8.7l1.46-1.46A7.93 7.93 0 0 0 12 4a8 8 0 0 0-8 8H1l4 4 4-4"/></svg> <span class=md-ellipsis> caching </span> </a> </li> <li class=md-nav__item> <a href=../utils/chaining/index.html class=md-nav__link> <span class=md-ellipsis> chaining </span> </a> </li> <li class=md-nav__item> <a href=../utils/checks/index.html class=md-nav__link> <span class=md-ellipsis> checks </span> </a> </li> <li class=md-nav__item> <a href=../utils/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../utils/colors/index.html class=md-nav__link> <span class=md-ellipsis> colors </span> </a> </li> <li class=md-nav__item> <a href=../utils/config/index.html class=md-nav__link> <span class=md-ellipsis> config </span> </a> </li> <li class=md-nav__item> <a href=../utils/cutting/index.html class=md-nav__link> <span class=md-ellipsis> cutting </span> </a> </li> <li class=md-nav__item> <a href=../utils/datetime_/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19H5V8h14m-3-7v2H8V1H6v2H5c-1.11 0-2 .89-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V5a2 2 0 0 0-2-2h-1V1m-1 11h-5v5h5v-5Z"/></svg> <span class=md-ellipsis> datetime_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/datetime_nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19H5V8h14m-3-7v2H8V1H6v2H5c-1.11 0-2 .89-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V5a2 2 0 0 0-2-2h-1V1m-1 11h-5v5h5v-5Z"/></svg> <span class=md-ellipsis> datetime_nb </span> </a> </li> <li class=md-nav__item> <a href=../utils/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../utils/enum_/index.html class=md-nav__link> <span class=md-ellipsis> enum_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/eval_/index.html class=md-nav__link> <span class=md-ellipsis> eval_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/execution/index.html class=md-nav__link> <span class=md-ellipsis> execution </span> </a> </li> <li class=md-nav__item> <a href=../utils/figure/index.html class=md-nav__link> <span class=md-ellipsis> figure </span> </a> </li> <li class=md-nav__item> <a href=../utils/formatting/index.html class=md-nav__link> <span class=md-ellipsis> formatting </span> </a> </li> <li class=md-nav__item> <a href=../utils/hashing/index.html class=md-nav__link> <span class=md-ellipsis> hashing </span> </a> </li> <li class=md-nav__item> <a href=../utils/image_/index.html class=md-nav__link> <span class=md-ellipsis> image_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/jitting/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 16a3 3 0 0 1-3-3c0-1.12.61-2.1 1.5-2.61l9.71-5.62-5.53 9.58c-.5.98-1.51 1.65-2.68 1.65m0-13c1.81 0 3.5.5 4.97 1.32l-2.1 1.21C14 5.19 13 5 12 5a8 8 0 0 0-8 8c0 2.21.89 4.21 2.34 5.65h.01c.39.39.39 1.02 0 1.41-.39.39-1.03.39-1.42.01A9.969 9.969 0 0 1 2 13 10 10 0 0 1 12 3m10 10c0 2.76-1.12 5.26-2.93 7.07-.39.38-1.02.38-1.41-.01a.996.996 0 0 1 0-1.41A7.95 7.95 0 0 0 20 13c0-1-.19-2-.54-2.9L20.67 8C21.5 9.5 22 11.18 22 13Z"/></svg> <span class=md-ellipsis> jitting </span> </a> </li> <li class=md-nav__item> <a href=../utils/magic_decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> magic_decorators </span> </a> </li> <li class=md-nav__item> <a href=../utils/mapping/index.html class=md-nav__link> <span class=md-ellipsis> mapping </span> </a> </li> <li class=md-nav__item> <a href=../utils/math_/index.html class=md-nav__link> <span class=md-ellipsis> math_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/merging/index.html class=md-nav__link> <span class=md-ellipsis> merging </span> </a> </li> <li class=md-nav__item> <a href=../utils/module_/index.html class=md-nav__link> <span class=md-ellipsis> module_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/path_/index.html class=md-nav__link> <span class=md-ellipsis> path_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/params/index.html class=md-nav__link> <span class=md-ellipsis> params </span> </a> </li> <li class=md-nav__item> <a href=../utils/parsing/index.html class=md-nav__link> <span class=md-ellipsis> parsing </span> </a> </li> <li class=md-nav__item> <a href=../utils/pbar/index.html class=md-nav__link> <span class=md-ellipsis> pbar </span> </a> </li> <li class=md-nav__item> <a href=../utils/pickling/index.html class=md-nav__link> <span class=md-ellipsis> pickling </span> </a> </li> <li class=md-nav__item> <a href=../utils/profiling/index.html class=md-nav__link> <span class=md-ellipsis> profiling </span> </a> </li> <li class=md-nav__item> <a href=../utils/random_/index.html class=md-nav__link> <span class=md-ellipsis> random_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/requests_/index.html class=md-nav__link> <span class=md-ellipsis> requests_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/schedule_/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 20a7 7 0 0 1-7-7 7 7 0 0 1 7-7 7 7 0 0 1 7 7 7 7 0 0 1-7 7m7.03-12.61 1.42-1.42c-.45-.51-.9-.97-1.41-1.41L17.62 6c-1.55-1.26-3.5-2-5.62-2a9 9 0 0 0-9 9 9 9 0 0 0 9 9c5 0 9-4.03 9-9 0-2.12-.74-4.07-1.97-5.61M11 14h2V8h-2m4-7H9v2h6V1Z"/></svg> <span class=md-ellipsis> schedule_ </span> </a> </li> <li class=md-nav__item> <a href=../utils/search/index.html class=md-nav__link> <span class=md-ellipsis> search </span> </a> </li> <li class=md-nav__item> <a href=../utils/selection/index.html class=md-nav__link> <span class=md-ellipsis> selection </span> </a> </li> <li class=md-nav__item> <a href=../utils/tagging/index.html class=md-nav__link> <span class=md-ellipsis> tagging </span> </a> </li> <li class=md-nav__item> <a href=../utils/template/index.html class=md-nav__link> <span class=md-ellipsis> template </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_6> <label class=md-nav__link for=__nav_6 id=__nav_6_label tabindex> <span class=md-ellipsis> Cookbook </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_6_label aria-expanded=false> <label class=md-nav__title for=__nav_6> <span class="md-nav__icon md-icon"></span> Cookbook </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../cookbook/overview/index.html class=md-nav__link> <span class=md-ellipsis> Overview </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/discovery/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M3 3h6v4H3V3m12 7h6v4h-6v-4m0 7h6v4h-6v-4m-2-4H7v5h6v2H5V9h2v2h6v2Z"/></svg> <span class=md-ellipsis> Discovery </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/configuration/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 15.5A3.5 3.5 0 0 1 8.5 12 3.5 3.5 0 0 1 12 8.5a3.5 3.5 0 0 1 3.5 3.5 3.5 3.5 0 0 1-3.5 3.5m7.43-2.53c.04-.32.07-.64.07-.97 0-.33-.03-.66-.07-1l2.11-1.63c.19-.15.24-.42.12-.64l-2-3.46c-.12-.22-.39-.31-.61-.22l-2.49 1c-.52-.39-1.06-.73-1.69-.98l-.37-2.65A.506.506 0 0 0 14 2h-4c-.25 0-.46.18-.5.42l-.37 2.65c-.63.25-1.17.59-1.69.98l-2.49-1c-.22-.09-.49 0-.61.22l-2 3.46c-.13.22-.07.49.12.64L4.57 11c-.04.34-.07.67-.07 1 0 .33.03.65.07.97l-2.11 1.66c-.19.15-.25.42-.12.64l2 3.46c.12.22.39.3.61.22l2.49-1.01c.52.4 1.06.74 1.69.99l.37 2.65c.04.24.25.42.5.42h4c.25 0 .46-.18.5-.42l.37-2.65c.63-.26 1.17-.59 1.69-.99l2.49 1.01c.22.08.49 0 .61-.22l2-3.46c.12-.22.07-.49-.12-.64l-2.11-1.66Z"/></svg> <span class=md-ellipsis> Configuration </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/persistence/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 12h2v5h16v-5h2v5c0 1.11-.89 2-2 2H4a2 2 0 0 1-2-2v-5m10 3 5.55-5.46-1.42-1.41L13 11.25V2h-2v9.25L7.88 8.13 6.46 9.55 12 15Z"/></svg> <span class=md-ellipsis> Persistence </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/caching/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m19 8-4 4h3a6 6 0 0 1-6 6c-1 0-1.97-.25-2.8-.7l-1.46 1.46A7.93 7.93 0 0 0 12 20a8 8 0 0 0 8-8h3M6 12a6 6 0 0 1 6-6c1 0 1.97.25 2.8.7l1.46-1.46A7.93 7.93 0 0 0 12 4a8 8 0 0 0-8 8H1l4 4 4-4"/></svg> <span class=md-ellipsis> Caching </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/plotting/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7.2 11.2c1.77 0 3.2 1.43 3.2 3.2 0 1.77-1.43 3.2-3.2 3.2-1.77 0-3.2-1.43-3.2-3.2 0-1.77 1.43-3.2 3.2-3.2m7.6 4.8a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m.4-12A4.8 4.8 0 0 1 20 8.8c0 2.65-2.15 4.8-4.8 4.8a4.8 4.8 0 0 1-4.8-4.8c0-2.65 2.15-4.8 4.8-4.8Z"/></svg> <span class=md-ellipsis> Plotting </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/compilation/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 16a3 3 0 0 1-3-3c0-1.12.61-2.1 1.5-2.61l9.71-5.62-5.53 9.58c-.5.98-1.51 1.65-2.68 1.65m0-13c1.81 0 3.5.5 4.97 1.32l-2.1 1.21C14 5.19 13 5 12 5a8 8 0 0 0-8 8c0 2.21.89 4.21 2.34 5.65h.01c.39.39.39 1.02 0 1.41-.39.39-1.03.39-1.42.01A9.969 9.969 0 0 1 2 13 10 10 0 0 1 12 3m10 10c0 2.76-1.12 5.26-2.93 7.07-.39.38-1.02.38-1.41-.01a.996.996 0 0 1 0-1.41A7.95 7.95 0 0 0 20 13c0-1-.19-2-.54-2.9L20.67 8C21.5 9.5 22 11.18 22 13Z"/></svg> <span class=md-ellipsis> Compilation </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/data/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 3C7.58 3 4 4.79 4 7s3.58 4 8 4 8-1.79 8-4-3.58-4-8-4M4 9v3c0 2.21 3.58 4 8 4s8-1.79 8-4V9c0 2.21-3.58 4-8 4s-8-1.79-8-4m0 5v3c0 2.21 3.58 4 8 4s8-1.79 8-4v-3c0 2.21-3.58 4-8 4s-8-1.79-8-4Z"/></svg> <span class=md-ellipsis> Data </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/arrays/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7 2h14a2 2 0 0 1 2 2v12c0 1.11-.89 2-2 2H7a2 2 0 0 1-2-2V4c0-1.1.9-2 2-2m0 4v4h6V6H7m8 0v4h6V6h-6m-8 6v4h6v-4H7m8 0v4h6v-4h-6M3 20V6H1v14c0 1.11.89 2 2 2h16v-2H3Z"/></svg> <span class=md-ellipsis> Arrays </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/indexing/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 20.5c0 .8-.7 1.5-1.5 1.5H13c-.4 0-.7-.1-1-.4l-4-4.2.7-.8c.2-.2.5-.3.8-.3h.2L12 18V9c0-.6.4-1 1-1s1 .4 1 1v4.5l1.2.1 3.9 2.2c.5.2.9.8.9 1.3v3.4M20 2H4c-1.1 0-2 .9-2 2v8c0 1.1.9 2 2 2h4v-2H4V4h16v8h-2v2h2c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2Z"/></svg> <span class=md-ellipsis> Indexing </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/indicators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m3 14 .5.07L8.07 9.5a1.95 1.95 0 0 1 .52-1.91c.78-.79 2.04-.79 2.82 0 .53.52.7 1.26.52 1.91l2.57 2.57.5-.07c.18 0 .35 0 .5.07l3.57-3.57C19 8.35 19 8.18 19 8a2 2 0 0 1 2-2 2 2 0 0 1 2 2 2 2 0 0 1-2 2c-.18 0-.35 0-.5-.07l-3.57 3.57c.07.15.07.32.07.5a2 2 0 0 1-2 2 2 2 0 0 1-2-2l.07-.5-2.57-2.57c-.32.07-.68.07-1 0L4.93 15.5 5 16a2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2Z"/></svg> <span class=md-ellipsis> Indicators </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/signals/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 10c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2m6 2c0-3.3-2.7-6-6-6s-6 2.7-6 6c0 2.2 1.2 4.1 3 5.2l1-1.7c-1.2-.7-2-2-2-3.4 0-2.2 1.8-4 4-4s4 1.8 4 4c0 1.5-.8 2.8-2 3.4l1 1.7c1.8-1 3-3 3-5.2M12 2C6.5 2 2 6.5 2 12c0 3.7 2 6.9 5 8.6l1-1.7c-2.4-1.4-4-4-4-6.9 0-4.4 3.6-8 8-8s8 3.6 8 8c0 3-1.6 5.5-4 6.9l1 1.7c3-1.7 5-4.9 5-8.6 0-5.5-4.5-10-10-10Z"/></svg> <span class=md-ellipsis> Signals </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/portfolio/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17.45 15.18 22 7.31V21H2V3h2v12.54L9.5 6 16 9.78l4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L4.31 19h2.26l4.39-7.56 6.49 3.74Z"/></svg> <span class=md-ellipsis> Portfolio </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/optimization/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16h-.58l-.81-.81A7.07 7.07 0 0 0 18 11c0-3.87-3.13-7-7-7-1.5 0-3 .5-4.21 1.4-3.09 2.32-3.72 6.71-1.4 9.8 2.32 3.09 6.71 3.72 9.8 1.4l.81.81V18l5 5 2-2-5-5m-7 0c-2.76 0-5-2.24-5-5s2.24-5 5-5 5 2.24 5 5-2.24 5-5 5M3 6 1 8V1h7L6 3H3v3m18-5v7l-2-2V3h-3l-2-2h7M6 19l2 2H1v-7l2 2v3h3Z"/></svg> <span class=md-ellipsis> Optimization </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/cross-validation/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M.41 13.41 6 19l1.41-1.42L1.83 12m20.41-6.42L11.66 16.17 7.5 12l-1.43 1.41L11.66 19l12-12M18 7l-1.41-1.42-6.35 6.35 1.42 1.41L18 7Z"/></svg> <span class=md-ellipsis> Cross-validation </span> </a> </li> <li class=md-nav__item> <a href=../../cookbook/benchmarking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M9 5a7 7 0 0 1 7 7h1v3h-1v4H9a7 7 0 0 1-7-7 7 7 0 0 1 7-7m0 3a4 4 0 0 0-4 4 4 4 0 0 0 4 4 4 4 0 0 0 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href=../../terms/remarks/index.html class=md-nav__link> <span class=md-ellipsis> Remarks </span> </a> </li> </ul> </nav> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <nav class=md-tags> <span class=md-tag>accessors</span> </nav> <h1 id=vectorbtpro.accessors><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg></span> accessors <span class=dobjtype>module</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors title="Permanent link">¶</a></h1> <p>Root Pandas accessors of vectorbtpro.</p> <p>An accessor adds additional "namespace" to pandas objects.</p> <p>The <a href=index.html title=vectorbtpro.accessors>vectorbtpro.accessors</a> registers a custom <code>vbt</code> accessor on top of each <code>pd.Index</code>, <code>pd.Series</code>, and <code>pd.DataFrame</code> object. It is the main entry point for all other accessors:</p> <div class="language-text highlight"><pre><span></span><code><span id=__span-0-1><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a>vbt.base.accessors.BaseIDX/SR/DFAccessor -> pd.Index/Series/DataFrame.vbt.*
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</span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a>vbt.generic.accessors.GenericSR/DFAccessor -> pd.Series/DataFrame.vbt.*
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</span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a>vbt.signals.accessors.SignalsSR/DFAccessor -> pd.Series/DataFrame.vbt.signals.*
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</span><span id=__span-0-4><a id=__codelineno-0-4 name=__codelineno-0-4 href=#__codelineno-0-4></a>vbt.returns.accessors.ReturnsSR/DFAccessor -> pd.Series/DataFrame.vbt.returns.*
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</span><span id=__span-0-5><a id=__codelineno-0-5 name=__codelineno-0-5 href=#__codelineno-0-5></a>vbt.ohlcv.accessors.OHLCVDFAccessor -> pd.DataFrame.vbt.ohlcv.*
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</span><span id=__span-0-6><a id=__codelineno-0-6 name=__codelineno-0-6 href=#__codelineno-0-6></a>vbt.px.accessors.PXSR/DFAccessor -> pd.Series/DataFrame.vbt.px.*
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</span></code></pre></div> <p>Additionally, some accessors subclass other accessors building the following inheritance hiearchy:</p> <div class="language-text highlight"><pre><span></span><code><span id=__span-1-1><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a>vbt.base.accessors.BaseIDXAccessor
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</span><span id=__span-1-2><a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a>vbt.base.accessors.BaseSR/DFAccessor
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</span><span id=__span-1-3><a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a> -> vbt.generic.accessors.GenericSR/DFAccessor
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</span><span id=__span-1-4><a id=__codelineno-1-4 name=__codelineno-1-4 href=#__codelineno-1-4></a> -> vbt.signals.accessors.SignalsSR/DFAccessor
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</span><span id=__span-1-5><a id=__codelineno-1-5 name=__codelineno-1-5 href=#__codelineno-1-5></a> -> vbt.returns.accessors.ReturnsSR/DFAccessor
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</span><span id=__span-1-6><a id=__codelineno-1-6 name=__codelineno-1-6 href=#__codelineno-1-6></a> -> vbt.ohlcv.accessors.OHLCVDFAccessor
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</span><span id=__span-1-7><a id=__codelineno-1-7 name=__codelineno-1-7 href=#__codelineno-1-7></a> -> vbt.px.accessors.PXSR/DFAccessor
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</span></code></pre></div> <p>So, for example, the method <code>pd.Series.vbt.to_2d_array</code> is also available as <code>pd.Series.vbt.returns.to_2d_array</code>.</p> <p>Class methods of any accessor can be conveniently accessed using <code>pd_acc</code>, <code>sr_acc</code>, and <code>df_acc</code> shortcuts:</p> <div class="language-pycon highlight"><pre><span></span><code><span id=__span-2-1><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a><span class=gp>>>> </span><span class=kn>from</span> <span class=nn>vectorbtpro</span> <span class=kn>import</span> <span class=o>*</span>
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</span><span id=__span-2-2><a id=__codelineno-2-2 name=__codelineno-2-2 href=#__codelineno-2-2></a>
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</span><span id=__span-2-3><a id=__codelineno-2-3 name=__codelineno-2-3 href=#__codelineno-2-3></a><span class=gp>>>> </span><span class=n>vbt</span><span class=o>.</span><span class=n>pd_acc</span><span class=o>.</span><span class=n>signals</span><span class=o>.</span><span class=n>generate</span>
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</span><span id=__span-2-4><a id=__codelineno-2-4 name=__codelineno-2-4 href=#__codelineno-2-4></a><span class=go><bound method SignalsAccessor.generate of <class 'vectorbtpro.signals.accessors.SignalsAccessor'>></span>
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</span></code></pre></div> <div class="admonition note"> <p class=admonition-title>Note</p> <p>Accessors in vectorbt are not cached, so querying <code>df.vbt</code> twice will also call <a href=index.html#vectorbtpro.accessors.Vbt_DFAccessor title=vectorbtpro.accessors.Vbt_DFAccessor>Vbt_DFAccessor</a> twice. You can change this in global settings.</p> </div> <hr> <h2 id=vectorbtpro.accessors.register_accessor>register_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L112-L137 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-3-1><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a><span class=n>register_accessor</span><span class=p>(</span>
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</span><span id=__span-3-2><a id=__codelineno-3-2 name=__codelineno-3-2 href=#__codelineno-3-2></a> <span class=n>name</span><span class=p>,</span>
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</span><span id=__span-3-3><a id=__codelineno-3-3 name=__codelineno-3-3 href=#__codelineno-3-3></a> <span class=bp>cls</span>
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</span><span id=__span-3-4><a id=__codelineno-3-4 name=__codelineno-3-4 href=#__codelineno-3-4></a><span class=p>)</span>
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</span></code></pre></div> <p>Register a custom accessor.</p> <p><code>cls</code> must subclass <code>pandas.core.accessor.DirNamesMixin</code>.</p> <hr> <h2 id=vectorbtpro.accessors.register_dataframe_accessor>register_dataframe_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L150-L152 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_dataframe_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-4-1><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a><span class=n>register_dataframe_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-4-2><a id=__codelineno-4-2 name=__codelineno-4-2 href=#__codelineno-4-2></a> <span class=n>name</span>
|
|
</span><span id=__span-4-3><a id=__codelineno-4-3 name=__codelineno-4-3 href=#__codelineno-4-3></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a custom <code>pd.DataFrame</code> accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_df_vbt_accessor>register_df_vbt_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L246-L248 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_df_vbt_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-5-1><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a><span class=n>register_df_vbt_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-5-2><a id=__codelineno-5-2 name=__codelineno-5-2 href=#__codelineno-5-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-5-3><a id=__codelineno-5-3 name=__codelineno-5-3 href=#__codelineno-5-3></a> <span class=n>parent</span><span class=o>=</span><span class=n>vectorbtpro</span><span class=o>.</span><span class=n>accessors</span><span class=o>.</span><span class=n>Vbt_DFAccessor</span>
|
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</span><span id=__span-5-4><a id=__codelineno-5-4 name=__codelineno-5-4 href=#__codelineno-5-4></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a <code>pd.DataFrame</code> accessor on top of a parent accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_idx_vbt_accessor>register_idx_vbt_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L236-L238 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_idx_vbt_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-6-1><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a><span class=n>register_idx_vbt_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-6-2><a id=__codelineno-6-2 name=__codelineno-6-2 href=#__codelineno-6-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-6-3><a id=__codelineno-6-3 name=__codelineno-6-3 href=#__codelineno-6-3></a> <span class=n>parent</span><span class=o>=</span><span class=n>vectorbtpro</span><span class=o>.</span><span class=n>accessors</span><span class=o>.</span><span class=n>Vbt_IDXAccessor</span>
|
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</span><span id=__span-6-4><a id=__codelineno-6-4 name=__codelineno-6-4 href=#__codelineno-6-4></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a <code>pd.Index</code> accessor on top of a parent accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_index_accessor>register_index_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L140-L142 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_index_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-7-1><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a><span class=n>register_index_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-7-2><a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a> <span class=n>name</span>
|
|
</span><span id=__span-7-3><a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a custom <code>pd.Index</code> accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_series_accessor>register_series_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L145-L147 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_series_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-8-1><a id=__codelineno-8-1 name=__codelineno-8-1 href=#__codelineno-8-1></a><span class=n>register_series_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-8-2><a id=__codelineno-8-2 name=__codelineno-8-2 href=#__codelineno-8-2></a> <span class=n>name</span>
|
|
</span><span id=__span-8-3><a id=__codelineno-8-3 name=__codelineno-8-3 href=#__codelineno-8-3></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a custom <code>pd.Series</code> accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_sr_vbt_accessor>register_sr_vbt_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L241-L243 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_sr_vbt_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-9-1><a id=__codelineno-9-1 name=__codelineno-9-1 href=#__codelineno-9-1></a><span class=n>register_sr_vbt_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-9-2><a id=__codelineno-9-2 name=__codelineno-9-2 href=#__codelineno-9-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-9-3><a id=__codelineno-9-3 name=__codelineno-9-3 href=#__codelineno-9-3></a> <span class=n>parent</span><span class=o>=</span><span class=n>vectorbtpro</span><span class=o>.</span><span class=n>accessors</span><span class=o>.</span><span class=n>Vbt_SRAccessor</span>
|
|
</span><span id=__span-9-4><a id=__codelineno-9-4 name=__codelineno-9-4 href=#__codelineno-9-4></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register a <code>pd.Series</code> accessor on top of a parent accessor.</p> <hr> <h2 id=vectorbtpro.accessors.register_vbt_accessor>register_vbt_accessor <span class=dobjtype>function</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L231-L233 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.register_vbt_accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-10-1><a id=__codelineno-10-1 name=__codelineno-10-1 href=#__codelineno-10-1></a><span class=n>register_vbt_accessor</span><span class=p>(</span>
|
|
</span><span id=__span-10-2><a id=__codelineno-10-2 name=__codelineno-10-2 href=#__codelineno-10-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-10-3><a id=__codelineno-10-3 name=__codelineno-10-3 href=#__codelineno-10-3></a> <span class=n>parent</span><span class=o>=</span><span class=n>vectorbtpro</span><span class=o>.</span><span class=n>accessors</span><span class=o>.</span><span class=n>Vbt_Accessor</span>
|
|
</span><span id=__span-10-4><a id=__codelineno-10-4 name=__codelineno-10-4 href=#__codelineno-10-4></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Decorator to register an accessor on top of a parent accessor.</p> <hr> <h2 id=vectorbtpro.accessors.Accessor>Accessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L73-L89 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-11-1><a id=__codelineno-11-1 name=__codelineno-11-1 href=#__codelineno-11-1></a><span class=n>Accessor</span><span class=p>(</span>
|
|
</span><span id=__span-11-2><a id=__codelineno-11-2 name=__codelineno-11-2 href=#__codelineno-11-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-11-3><a id=__codelineno-11-3 name=__codelineno-11-3 href=#__codelineno-11-3></a> <span class=n>accessor</span>
|
|
</span><span id=__span-11-4><a id=__codelineno-11-4 name=__codelineno-11-4 href=#__codelineno-11-4></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>Accessor.</p> <hr> <h2 id=vectorbtpro.accessors.CachedAccessor>CachedAccessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L92-L109 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.CachedAccessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-12-1><a id=__codelineno-12-1 name=__codelineno-12-1 href=#__codelineno-12-1></a><span class=n>CachedAccessor</span><span class=p>(</span>
|
|
</span><span id=__span-12-2><a id=__codelineno-12-2 name=__codelineno-12-2 href=#__codelineno-12-2></a> <span class=n>name</span><span class=p>,</span>
|
|
</span><span id=__span-12-3><a id=__codelineno-12-3 name=__codelineno-12-3 href=#__codelineno-12-3></a> <span class=n>accessor</span>
|
|
</span><span id=__span-12-4><a id=__codelineno-12-4 name=__codelineno-12-4 href=#__codelineno-12-4></a><span class=p>)</span>
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</span></code></pre></div> <p>Cached accessor.</p> <hr> <h2 id=vectorbtpro.accessors.Vbt_Accessor>Vbt_Accessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L172-L182 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_Accessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-13-1><a id=__codelineno-13-1 name=__codelineno-13-1 href=#__codelineno-13-1></a><span class=n>Vbt_Accessor</span><span class=p>(</span>
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</span><span id=__span-13-2><a id=__codelineno-13-2 name=__codelineno-13-2 href=#__codelineno-13-2></a> <span class=n>wrapper</span><span class=p>,</span>
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</span><span id=__span-13-3><a id=__codelineno-13-3 name=__codelineno-13-3 href=#__codelineno-13-3></a> <span class=n>obj</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
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</span><span id=__span-13-4><a id=__codelineno-13-4 name=__codelineno-13-4 href=#__codelineno-13-4></a> <span class=o>**</span><span class=n>kwargs</span>
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</span><span id=__span-13-5><a id=__codelineno-13-5 name=__codelineno-13-5 href=#__codelineno-13-5></a><span class=p>)</span>
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</span></code></pre></div> <p>The main vectorbt accessor for <code>pd.Series</code> and <code>pd.DataFrame</code>.</p> <p><strong>Superclasses</strong></p> <ul> <li><a href=../generic/analyzable/index.html#vectorbtpro.generic.analyzable.Analyzable title=vectorbtpro.generic.analyzable.Analyzable>Analyzable</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin title=vectorbtpro.utils.attr_.AttrResolverMixin>AttrResolverMixin</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor title=vectorbtpro.base.accessors.BaseAccessor>BaseAccessor</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable title=vectorbtpro.utils.caching.Cacheable>Cacheable</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable title=vectorbtpro.utils.chaining.Chainable>Chainable</a></li> <li><a href=../utils/checks/index.html#vectorbtpro.utils.checks.Comparable title=vectorbtpro.utils.checks.Comparable>Comparable</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured title=vectorbtpro.utils.config.Configured>Configured</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer title=vectorbtpro.base.indexing.ExtPandasIndexer>ExtPandasIndexer</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor title=vectorbtpro.generic.accessors.GenericAccessor>GenericAccessor</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings title=vectorbtpro.utils.config.HasSettings>HasSettings</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.IndexingBase title=vectorbtpro.base.indexing.IndexingBase>IndexingBase</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer title=vectorbtpro.base.indexing.PandasIndexer>PandasIndexer</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable title=vectorbtpro.utils.pickling.Pickleable>Pickleable</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin title=vectorbtpro.generic.plots_builder.PlotsBuilderMixin>PlotsBuilderMixin</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified title=vectorbtpro.utils.formatting.Prettified>Prettified</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin title=vectorbtpro.generic.stats_builder.StatsBuilderMixin>StatsBuilderMixin</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping title=vectorbtpro.base.wrapping.Wrapping>Wrapping</a></li> <li><code>pandas.core.accessor.DirNamesMixin</code></li> </ul> <p><strong>Inherited members</strong></p> <ul> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.deep_getattr title=vectorbtpro.generic.accessors.GenericAccessor.deep_getattr>AttrResolverMixin.deep_getattr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.post_resolve_attr title=vectorbtpro.generic.accessors.GenericAccessor.post_resolve_attr>AttrResolverMixin.post_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.pre_resolve_attr title=vectorbtpro.generic.accessors.GenericAccessor.pre_resolve_attr>AttrResolverMixin.pre_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_attr title=vectorbtpro.generic.accessors.GenericAccessor.resolve_attr>AttrResolverMixin.resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_shortcut_attr title=vectorbtpro.generic.accessors.GenericAccessor.resolve_shortcut_attr>AttrResolverMixin.resolve_shortcut_attr()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align title=vectorbtpro.generic.accessors.GenericAccessor.align>BaseAccessor.align()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align_to title=vectorbtpro.generic.accessors.GenericAccessor.align_to>BaseAccessor.align_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply title=vectorbtpro.generic.accessors.GenericAccessor.apply>BaseAccessor.apply()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_and_concat title=vectorbtpro.generic.accessors.GenericAccessor.apply_and_concat>BaseAccessor.apply_and_concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_on_index title=vectorbtpro.generic.accessors.GenericAccessor.apply_on_index>BaseAccessor.apply_on_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast title=vectorbtpro.generic.accessors.GenericAccessor.broadcast>BaseAccessor.broadcast()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_combs title=vectorbtpro.generic.accessors.GenericAccessor.broadcast_combs>BaseAccessor.broadcast_combs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_to title=vectorbtpro.generic.accessors.GenericAccessor.broadcast_to>BaseAccessor.broadcast_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.column_stack title=vectorbtpro.generic.accessors.GenericAccessor.column_stack>BaseAccessor.column_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.combine title=vectorbtpro.generic.accessors.GenericAccessor.combine>BaseAccessor.combine()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.concat title=vectorbtpro.generic.accessors.GenericAccessor.concat>BaseAccessor.concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross title=vectorbtpro.generic.accessors.GenericAccessor.cross>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.x title=vectorbtpro.generic.accessors.GenericAccessor.x>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross_with title=vectorbtpro.generic.accessors.GenericAccessor.cross_with>BaseAccessor.cross_with()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_duplicate_levels title=vectorbtpro.generic.accessors.GenericAccessor.drop_duplicate_levels>BaseAccessor.drop_duplicate_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_levels title=vectorbtpro.generic.accessors.GenericAccessor.drop_levels>BaseAccessor.drop_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_redundant_levels title=vectorbtpro.generic.accessors.GenericAccessor.drop_redundant_levels>BaseAccessor.drop_redundant_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty title=vectorbtpro.generic.accessors.GenericAccessor.empty>BaseAccessor.empty()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty_like title=vectorbtpro.generic.accessors.GenericAccessor.empty_like>BaseAccessor.empty_like()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.eval title=vectorbtpro.generic.accessors.GenericAccessor.eval>BaseAccessor.eval()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.get title=vectorbtpro.generic.accessors.GenericAccessor.get>BaseAccessor.get()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_func title=vectorbtpro.generic.accessors.GenericAccessor.indexing_func>BaseAccessor.indexing_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_setter_func title=vectorbtpro.generic.accessors.GenericAccessor.indexing_setter_func>BaseAccessor.indexing_setter_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.make_symmetric title=vectorbtpro.generic.accessors.GenericAccessor.make_symmetric>BaseAccessor.make_symmetric()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.rename_levels title=vectorbtpro.generic.accessors.GenericAccessor.rename_levels>BaseAccessor.rename_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.repeat title=vectorbtpro.generic.accessors.GenericAccessor.repeat>BaseAccessor.repeat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_column_stack_kwargs title=vectorbtpro.generic.accessors.GenericAccessor.resolve_column_stack_kwargs>BaseAccessor.resolve_column_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_row_stack_kwargs title=vectorbtpro.generic.accessors.GenericAccessor.resolve_row_stack_kwargs>BaseAccessor.resolve_row_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_shape title=vectorbtpro.generic.accessors.GenericAccessor.resolve_shape>BaseAccessor.resolve_shape()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.row_stack title=vectorbtpro.generic.accessors.GenericAccessor.row_stack>BaseAccessor.row_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.select_levels title=vectorbtpro.generic.accessors.GenericAccessor.select_levels>BaseAccessor.select_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set title=vectorbtpro.generic.accessors.GenericAccessor.set>BaseAccessor.set()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set_between title=vectorbtpro.generic.accessors.GenericAccessor.set_between>BaseAccessor.set_between()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.stack_index title=vectorbtpro.generic.accessors.GenericAccessor.stack_index>BaseAccessor.stack_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.tile title=vectorbtpro.generic.accessors.GenericAccessor.tile>BaseAccessor.tile()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_1d_array title=vectorbtpro.generic.accessors.GenericAccessor.to_1d_array>BaseAccessor.to_1d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_2d_array title=vectorbtpro.generic.accessors.GenericAccessor.to_2d_array>BaseAccessor.to_2d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_dict title=vectorbtpro.generic.accessors.GenericAccessor.to_dict>BaseAccessor.to_dict()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_array title=vectorbtpro.generic.accessors.GenericAccessor.unstack_to_array>BaseAccessor.unstack_to_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_df title=vectorbtpro.generic.accessors.GenericAccessor.unstack_to_df>BaseAccessor.unstack_to_df()</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable.get_ca_setup title=vectorbtpro.generic.accessors.GenericAccessor.get_ca_setup>Cacheable.get_ca_setup()</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable.pipe title=vectorbtpro.generic.accessors.GenericAccessor.pipe>Chainable.pipe()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.copy title=vectorbtpro.generic.accessors.GenericAccessor.copy>Configured.copy()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.equals title=vectorbtpro.generic.accessors.GenericAccessor.equals>Configured.equals()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.get_writeable_attrs title=vectorbtpro.generic.accessors.GenericAccessor.get_writeable_attrs>Configured.get_writeable_attrs()</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified.prettify title=vectorbtpro.generic.accessors.GenericAccessor.prettify>Configured.prettify()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.replace title=vectorbtpro.generic.accessors.GenericAccessor.replace>Configured.replace()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.resolve_merge_kwargs title=vectorbtpro.generic.accessors.GenericAccessor.resolve_merge_kwargs>Configured.resolve_merge_kwargs()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.update_config title=vectorbtpro.generic.accessors.GenericAccessor.update_config>Configured.update_config()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ago title=vectorbtpro.generic.accessors.GenericAccessor.ago>GenericAccessor.ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.all_ago title=vectorbtpro.generic.accessors.GenericAccessor.all_ago>GenericAccessor.all_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.any_ago title=vectorbtpro.generic.accessors.GenericAccessor.any_ago>GenericAccessor.any_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_along_axis title=vectorbtpro.generic.accessors.GenericAccessor.apply_along_axis>GenericAccessor.apply_along_axis()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_and_reduce title=vectorbtpro.generic.accessors.GenericAccessor.apply_and_reduce>GenericAccessor.apply_and_reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_mapping title=vectorbtpro.generic.accessors.GenericAccessor.apply_mapping>GenericAccessor.apply_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.areaplot title=vectorbtpro.generic.accessors.GenericAccessor.areaplot>GenericAccessor.areaplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.barplot title=vectorbtpro.generic.accessors.GenericAccessor.barplot>GenericAccessor.barplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bfill title=vectorbtpro.generic.accessors.GenericAccessor.bfill>GenericAccessor.bfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.binarize title=vectorbtpro.generic.accessors.GenericAccessor.binarize>GenericAccessor.binarize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.boxplot title=vectorbtpro.generic.accessors.GenericAccessor.boxplot>GenericAccessor.boxplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bshift title=vectorbtpro.generic.accessors.GenericAccessor.bshift>GenericAccessor.bshift()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.cls_dir title=vectorbtpro.generic.accessors.GenericAccessor.cls_dir>GenericAccessor.cls_dir</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.column_apply title=vectorbtpro.generic.accessors.GenericAccessor.column_apply>GenericAccessor.column_apply()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.column_only_select title=vectorbtpro.generic.accessors.GenericAccessor.column_only_select>GenericAccessor.column_only_select</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.config title=vectorbtpro.generic.accessors.GenericAccessor.config>GenericAccessor.config</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.corr title=vectorbtpro.generic.accessors.GenericAccessor.corr>GenericAccessor.corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.count title=vectorbtpro.generic.accessors.GenericAccessor.count>GenericAccessor.count()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cov title=vectorbtpro.generic.accessors.GenericAccessor.cov>GenericAccessor.cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_above title=vectorbtpro.generic.accessors.GenericAccessor.crossed_above>GenericAccessor.crossed_above()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_below title=vectorbtpro.generic.accessors.GenericAccessor.crossed_below>GenericAccessor.crossed_below()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumprod title=vectorbtpro.generic.accessors.GenericAccessor.cumprod>GenericAccessor.cumprod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumsum title=vectorbtpro.generic.accessors.GenericAccessor.cumsum>GenericAccessor.cumsum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.demean title=vectorbtpro.generic.accessors.GenericAccessor.demean>GenericAccessor.demean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.describe title=vectorbtpro.generic.accessors.GenericAccessor.describe>GenericAccessor.describe()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.df_accessor_cls title=vectorbtpro.generic.accessors.GenericAccessor.df_accessor_cls>GenericAccessor.df_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.diff title=vectorbtpro.generic.accessors.GenericAccessor.diff>GenericAccessor.diff()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.digitize title=vectorbtpro.generic.accessors.GenericAccessor.digitize>GenericAccessor.digitize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdown title=vectorbtpro.generic.accessors.GenericAccessor.drawdown>GenericAccessor.drawdown()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdowns title=vectorbtpro.generic.accessors.GenericAccessor.drawdowns>GenericAccessor.drawdowns</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_mean title=vectorbtpro.generic.accessors.GenericAccessor.ewm_mean>GenericAccessor.ewm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_std title=vectorbtpro.generic.accessors.GenericAccessor.ewm_std>GenericAccessor.ewm_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_apply title=vectorbtpro.generic.accessors.GenericAccessor.expanding_apply>GenericAccessor.expanding_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_corr title=vectorbtpro.generic.accessors.GenericAccessor.expanding_corr>GenericAccessor.expanding_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_cov title=vectorbtpro.generic.accessors.GenericAccessor.expanding_cov>GenericAccessor.expanding_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmax title=vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmax>GenericAccessor.expanding_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmin title=vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmin>GenericAccessor.expanding_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_max title=vectorbtpro.generic.accessors.GenericAccessor.expanding_max>GenericAccessor.expanding_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_mean title=vectorbtpro.generic.accessors.GenericAccessor.expanding_mean>GenericAccessor.expanding_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_min title=vectorbtpro.generic.accessors.GenericAccessor.expanding_min>GenericAccessor.expanding_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_ols title=vectorbtpro.generic.accessors.GenericAccessor.expanding_ols>GenericAccessor.expanding_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_rank title=vectorbtpro.generic.accessors.GenericAccessor.expanding_rank>GenericAccessor.expanding_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_std title=vectorbtpro.generic.accessors.GenericAccessor.expanding_std>GenericAccessor.expanding_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_zscore title=vectorbtpro.generic.accessors.GenericAccessor.expanding_zscore>GenericAccessor.expanding_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fbfill title=vectorbtpro.generic.accessors.GenericAccessor.fbfill>GenericAccessor.fbfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ffill title=vectorbtpro.generic.accessors.GenericAccessor.ffill>GenericAccessor.ffill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fillna title=vectorbtpro.generic.accessors.GenericAccessor.fillna>GenericAccessor.fillna()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.find_pattern title=vectorbtpro.generic.accessors.GenericAccessor.find_pattern>GenericAccessor.find_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.flatten_grouped title=vectorbtpro.generic.accessors.GenericAccessor.flatten_grouped>GenericAccessor.flatten_grouped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fshift title=vectorbtpro.generic.accessors.GenericAccessor.fshift>GenericAccessor.fshift()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_drawdowns title=vectorbtpro.generic.accessors.GenericAccessor.get_drawdowns>GenericAccessor.get_drawdowns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_ranges title=vectorbtpro.generic.accessors.GenericAccessor.get_ranges>GenericAccessor.get_ranges()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.group_select title=vectorbtpro.generic.accessors.GenericAccessor.group_select>GenericAccessor.group_select</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_apply title=vectorbtpro.generic.accessors.GenericAccessor.groupby_apply>GenericAccessor.groupby_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_transform title=vectorbtpro.generic.accessors.GenericAccessor.groupby_transform>GenericAccessor.groupby_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.heatmap title=vectorbtpro.generic.accessors.GenericAccessor.heatmap>GenericAccessor.heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.histplot title=vectorbtpro.generic.accessors.GenericAccessor.histplot>GenericAccessor.histplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmax title=vectorbtpro.generic.accessors.GenericAccessor.idxmax>GenericAccessor.idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmin title=vectorbtpro.generic.accessors.GenericAccessor.idxmin>GenericAccessor.idxmin()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.iloc title=vectorbtpro.generic.accessors.GenericAccessor.iloc>GenericAccessor.iloc</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.indexing_kwargs title=vectorbtpro.generic.accessors.GenericAccessor.indexing_kwargs>GenericAccessor.indexing_kwargs</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.lineplot title=vectorbtpro.generic.accessors.GenericAccessor.lineplot>GenericAccessor.lineplot()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.loc title=vectorbtpro.generic.accessors.GenericAccessor.loc>GenericAccessor.loc</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ma title=vectorbtpro.generic.accessors.GenericAccessor.ma>GenericAccessor.ma()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.map title=vectorbtpro.generic.accessors.GenericAccessor.map>GenericAccessor.map()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mapping title=vectorbtpro.generic.accessors.GenericAccessor.mapping>GenericAccessor.mapping</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.max title=vectorbtpro.generic.accessors.GenericAccessor.max>GenericAccessor.max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.maxabs_scale title=vectorbtpro.generic.accessors.GenericAccessor.maxabs_scale>GenericAccessor.maxabs_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mean title=vectorbtpro.generic.accessors.GenericAccessor.mean>GenericAccessor.mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.median title=vectorbtpro.generic.accessors.GenericAccessor.median>GenericAccessor.median()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.min title=vectorbtpro.generic.accessors.GenericAccessor.min>GenericAccessor.min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.minmax_scale title=vectorbtpro.generic.accessors.GenericAccessor.minmax_scale>GenericAccessor.minmax_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.msd title=vectorbtpro.generic.accessors.GenericAccessor.msd>GenericAccessor.msd()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.normalize title=vectorbtpro.generic.accessors.GenericAccessor.normalize>GenericAccessor.normalize()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.obj title=vectorbtpro.generic.accessors.GenericAccessor.obj>GenericAccessor.obj</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.overlay_with_heatmap title=vectorbtpro.generic.accessors.GenericAccessor.overlay_with_heatmap>GenericAccessor.overlay_with_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.pct_change title=vectorbtpro.generic.accessors.GenericAccessor.pct_change>GenericAccessor.pct_change()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot title=vectorbtpro.generic.accessors.GenericAccessor.plot>GenericAccessor.plot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_against title=vectorbtpro.generic.accessors.GenericAccessor.plot_against>GenericAccessor.plot_against()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_pattern title=vectorbtpro.generic.accessors.GenericAccessor.plot_pattern>GenericAccessor.plot_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plots_defaults title=vectorbtpro.generic.accessors.GenericAccessor.plots_defaults>GenericAccessor.plots_defaults</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.power_transform title=vectorbtpro.generic.accessors.GenericAccessor.power_transform>GenericAccessor.power_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.product title=vectorbtpro.generic.accessors.GenericAccessor.product>GenericAccessor.product()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.proximity_apply title=vectorbtpro.generic.accessors.GenericAccessor.proximity_apply>GenericAccessor.proximity_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.qqplot title=vectorbtpro.generic.accessors.GenericAccessor.qqplot>GenericAccessor.qqplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.quantile_transform title=vectorbtpro.generic.accessors.GenericAccessor.quantile_transform>GenericAccessor.quantile_transform()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.range_only_select title=vectorbtpro.generic.accessors.GenericAccessor.range_only_select>GenericAccessor.range_only_select</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ranges title=vectorbtpro.generic.accessors.GenericAccessor.ranges>GenericAccessor.ranges</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rank title=vectorbtpro.generic.accessors.GenericAccessor.rank>GenericAccessor.rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign title=vectorbtpro.generic.accessors.GenericAccessor.realign>GenericAccessor.realign()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_closing title=vectorbtpro.generic.accessors.GenericAccessor.realign_closing>GenericAccessor.realign_closing()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_opening title=vectorbtpro.generic.accessors.GenericAccessor.realign_opening>GenericAccessor.realign_opening()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rebase title=vectorbtpro.generic.accessors.GenericAccessor.rebase>GenericAccessor.rebase()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.rec_state title=vectorbtpro.generic.accessors.GenericAccessor.rec_state>GenericAccessor.rec_state</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.reduce title=vectorbtpro.generic.accessors.GenericAccessor.reduce>GenericAccessor.reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_apply title=vectorbtpro.generic.accessors.GenericAccessor.resample_apply>GenericAccessor.resample_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_between_bounds title=vectorbtpro.generic.accessors.GenericAccessor.resample_between_bounds>GenericAccessor.resample_between_bounds()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_to_index title=vectorbtpro.generic.accessors.GenericAccessor.resample_to_index>GenericAccessor.resample_to_index()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_mapping title=vectorbtpro.generic.accessors.GenericAccessor.resolve_mapping>GenericAccessor.resolve_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_self title=vectorbtpro.generic.accessors.GenericAccessor.resolve_self>GenericAccessor.resolve_self()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.robust_scale title=vectorbtpro.generic.accessors.GenericAccessor.robust_scale>GenericAccessor.robust_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_all title=vectorbtpro.generic.accessors.GenericAccessor.rolling_all>GenericAccessor.rolling_all()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_any title=vectorbtpro.generic.accessors.GenericAccessor.rolling_any>GenericAccessor.rolling_any()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_apply title=vectorbtpro.generic.accessors.GenericAccessor.rolling_apply>GenericAccessor.rolling_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_corr title=vectorbtpro.generic.accessors.GenericAccessor.rolling_corr>GenericAccessor.rolling_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_cov title=vectorbtpro.generic.accessors.GenericAccessor.rolling_cov>GenericAccessor.rolling_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmax title=vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmax>GenericAccessor.rolling_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmin title=vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmin>GenericAccessor.rolling_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_max title=vectorbtpro.generic.accessors.GenericAccessor.rolling_max>GenericAccessor.rolling_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_mean title=vectorbtpro.generic.accessors.GenericAccessor.rolling_mean>GenericAccessor.rolling_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_min title=vectorbtpro.generic.accessors.GenericAccessor.rolling_min>GenericAccessor.rolling_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_ols title=vectorbtpro.generic.accessors.GenericAccessor.rolling_ols>GenericAccessor.rolling_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_pattern_similarity title=vectorbtpro.generic.accessors.GenericAccessor.rolling_pattern_similarity>GenericAccessor.rolling_pattern_similarity()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_prod title=vectorbtpro.generic.accessors.GenericAccessor.rolling_prod>GenericAccessor.rolling_prod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_rank title=vectorbtpro.generic.accessors.GenericAccessor.rolling_rank>GenericAccessor.rolling_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_std title=vectorbtpro.generic.accessors.GenericAccessor.rolling_std>GenericAccessor.rolling_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_sum title=vectorbtpro.generic.accessors.GenericAccessor.rolling_sum>GenericAccessor.rolling_sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_zscore title=vectorbtpro.generic.accessors.GenericAccessor.rolling_zscore>GenericAccessor.rolling_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.row_apply title=vectorbtpro.generic.accessors.GenericAccessor.row_apply>GenericAccessor.row_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scale title=vectorbtpro.generic.accessors.GenericAccessor.scale>GenericAccessor.scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scatterplot title=vectorbtpro.generic.accessors.GenericAccessor.scatterplot>GenericAccessor.scatterplot()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.self_aliases title=vectorbtpro.generic.accessors.GenericAccessor.self_aliases>GenericAccessor.self_aliases</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.shuffle title=vectorbtpro.generic.accessors.GenericAccessor.shuffle>GenericAccessor.shuffle()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.squeeze_grouped title=vectorbtpro.generic.accessors.GenericAccessor.squeeze_grouped>GenericAccessor.squeeze_grouped()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.sr_accessor_cls title=vectorbtpro.generic.accessors.GenericAccessor.sr_accessor_cls>GenericAccessor.sr_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.stats_defaults title=vectorbtpro.generic.accessors.GenericAccessor.stats_defaults>GenericAccessor.stats_defaults</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.std title=vectorbtpro.generic.accessors.GenericAccessor.std>GenericAccessor.std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.sum title=vectorbtpro.generic.accessors.GenericAccessor.sum>GenericAccessor.sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_log_returns title=vectorbtpro.generic.accessors.GenericAccessor.to_daily_log_returns>GenericAccessor.to_daily_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_returns title=vectorbtpro.generic.accessors.GenericAccessor.to_daily_returns>GenericAccessor.to_daily_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_log_returns title=vectorbtpro.generic.accessors.GenericAccessor.to_log_returns>GenericAccessor.to_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_mapped title=vectorbtpro.generic.accessors.GenericAccessor.to_mapped>GenericAccessor.to_mapped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_returns title=vectorbtpro.generic.accessors.GenericAccessor.to_returns>GenericAccessor.to_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.transform title=vectorbtpro.generic.accessors.GenericAccessor.transform>GenericAccessor.transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ts_heatmap title=vectorbtpro.generic.accessors.GenericAccessor.ts_heatmap>GenericAccessor.ts_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.value_counts title=vectorbtpro.generic.accessors.GenericAccessor.value_counts>GenericAccessor.value_counts()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.vidya title=vectorbtpro.generic.accessors.GenericAccessor.vidya>GenericAccessor.vidya()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.volume title=vectorbtpro.generic.accessors.GenericAccessor.volume>GenericAccessor.volume()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wm_mean title=vectorbtpro.generic.accessors.GenericAccessor.wm_mean>GenericAccessor.wm_mean()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.wrapper title=vectorbtpro.generic.accessors.GenericAccessor.wrapper>GenericAccessor.wrapper</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_mean title=vectorbtpro.generic.accessors.GenericAccessor.wwm_mean>GenericAccessor.wwm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_std title=vectorbtpro.generic.accessors.GenericAccessor.wwm_std>GenericAccessor.wwm_std()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer.xloc title=vectorbtpro.generic.accessors.GenericAccessor.xloc>GenericAccessor.xloc</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.zscore title=vectorbtpro.generic.accessors.GenericAccessor.zscore>GenericAccessor.zscore()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_setting title=vectorbtpro.generic.accessors.GenericAccessor.get_path_setting>HasSettings.get_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_settings title=vectorbtpro.generic.accessors.GenericAccessor.get_path_settings>HasSettings.get_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_setting title=vectorbtpro.generic.accessors.GenericAccessor.get_setting>HasSettings.get_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_settings title=vectorbtpro.generic.accessors.GenericAccessor.get_settings>HasSettings.get_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_setting title=vectorbtpro.generic.accessors.GenericAccessor.has_path_setting>HasSettings.has_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_settings title=vectorbtpro.generic.accessors.GenericAccessor.has_path_settings>HasSettings.has_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_setting title=vectorbtpro.generic.accessors.GenericAccessor.has_setting>HasSettings.has_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_settings title=vectorbtpro.generic.accessors.GenericAccessor.has_settings>HasSettings.has_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.reset_settings title=vectorbtpro.generic.accessors.GenericAccessor.reset_settings>HasSettings.reset_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_setting title=vectorbtpro.generic.accessors.GenericAccessor.resolve_setting>HasSettings.resolve_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_settings_paths title=vectorbtpro.generic.accessors.GenericAccessor.resolve_settings_paths>HasSettings.resolve_settings_paths()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.set_settings title=vectorbtpro.generic.accessors.GenericAccessor.set_settings>HasSettings.set_settings()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.xs title=vectorbtpro.generic.accessors.GenericAccessor.xs>PandasIndexer.xs()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config title=vectorbtpro.generic.accessors.GenericAccessor.decode_config>Pickleable.decode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config_node title=vectorbtpro.generic.accessors.GenericAccessor.decode_config_node>Pickleable.decode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.dumps title=vectorbtpro.generic.accessors.GenericAccessor.dumps>Pickleable.dumps()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config title=vectorbtpro.generic.accessors.GenericAccessor.encode_config>Pickleable.encode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config_node title=vectorbtpro.generic.accessors.GenericAccessor.encode_config_node>Pickleable.encode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.file_exists title=vectorbtpro.generic.accessors.GenericAccessor.file_exists>Pickleable.file_exists()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.getsize title=vectorbtpro.generic.accessors.GenericAccessor.getsize>Pickleable.getsize()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.load title=vectorbtpro.generic.accessors.GenericAccessor.load>Pickleable.load()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.loads title=vectorbtpro.generic.accessors.GenericAccessor.loads>Pickleable.loads()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.modify_state title=vectorbtpro.generic.accessors.GenericAccessor.modify_state>Pickleable.modify_state()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.resolve_file_path title=vectorbtpro.generic.accessors.GenericAccessor.resolve_file_path>Pickleable.resolve_file_path()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.save title=vectorbtpro.generic.accessors.GenericAccessor.save>Pickleable.save()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.build_subplots_doc title=vectorbtpro.generic.accessors.GenericAccessor.build_subplots_doc>PlotsBuilderMixin.build_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.override_subplots_doc title=vectorbtpro.generic.accessors.GenericAccessor.override_subplots_doc>PlotsBuilderMixin.override_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.plots title=vectorbtpro.generic.accessors.GenericAccessor.plots>PlotsBuilderMixin.plots()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.build_metrics_doc title=vectorbtpro.generic.accessors.GenericAccessor.build_metrics_doc>StatsBuilderMixin.build_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.override_metrics_doc title=vectorbtpro.generic.accessors.GenericAccessor.override_metrics_doc>StatsBuilderMixin.override_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.stats title=vectorbtpro.generic.accessors.GenericAccessor.stats>StatsBuilderMixin.stats()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.regroup title=vectorbtpro.generic.accessors.GenericAccessor.regroup>Wrapping.regroup()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resample title=vectorbtpro.generic.accessors.GenericAccessor.resample>Wrapping.resample()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_stack_kwargs title=vectorbtpro.generic.accessors.GenericAccessor.resolve_stack_kwargs>Wrapping.resolve_stack_kwargs()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col title=vectorbtpro.generic.accessors.GenericAccessor.select_col>Wrapping.select_col()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col_from_obj title=vectorbtpro.generic.accessors.GenericAccessor.select_col_from_obj>Wrapping.select_col_from_obj()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.split title=vectorbtpro.generic.accessors.GenericAccessor.split>Wrapping.split()</a></li> </ul> <hr> <h3 id=vectorbtpro.accessors.Vbt_Accessor.px>px <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_Accessor.px title="Permanent link">¶</a></h3> <p>Accessor for running Plotly Express functions.</p> <p>Accessible via <code>pd.Series.vbt.px</code> and <code>pd.DataFrame.vbt.px</code>.</p> <p><strong>Usage</strong></p> <div class="language-pycon highlight"><pre><span></span><code><span id=__span-14-1><a id=__codelineno-14-1 name=__codelineno-14-1 href=#__codelineno-14-1></a><span class=gp>>>> </span><span class=kn>from</span> <span class=nn>vectorbtpro</span> <span class=kn>import</span> <span class=o>*</span>
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</span><span id=__span-14-2><a id=__codelineno-14-2 name=__codelineno-14-2 href=#__codelineno-14-2></a>
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</span><span id=__span-14-3><a id=__codelineno-14-3 name=__codelineno-14-3 href=#__codelineno-14-3></a><span class=gp>>>> </span><span class=n>pd</span><span class=o>.</span><span class=n>Series</span><span class=p>([</span><span class=mi>1</span><span class=p>,</span> <span class=mi>2</span><span class=p>,</span> <span class=mi>3</span><span class=p>])</span><span class=o>.</span><span class=n>vbt</span><span class=o>.</span><span class=n>px</span><span class=o>.</span><span class=n>bar</span><span class=p>()</span><span class=o>.</span><span class=n>show</span><span class=p>()</span>
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</span></code></pre></div> <p><img alt class=iimg loading=lazy src=../../assets/images/api/px_bar.light.svg#only-light> <img alt class=iimg loading=lazy src=../../assets/images/api/px_bar.dark.svg#only-dark></p> <hr> <h3 id=vectorbtpro.accessors.Vbt_Accessor.returns>returns <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_Accessor.returns title="Permanent link">¶</a></h3> <p>Accessor on top of return series. For both, Series and DataFrames.</p> <p>Accessible via <code>pd.Series.vbt.returns</code> and <code>pd.DataFrame.vbt.returns</code>.</p> <p><strong>Args</strong></p> <dl> <dt><strong><code>obj</code></strong> : <code>pd.Series</code> or <code>pd.DataFrame</code></dt> <dd>Pandas object representing returns.</dd> <dt><strong><code>bm_returns</code></strong> : <code>array_like</code></dt> <dd>Pandas object representing benchmark returns.</dd> <dt><strong><code>log_returns</code></strong> : <code>bool</code></dt> <dd>Whether returns and benchmark returns are provided as log returns.</dd> <dt><strong><code>year_freq</code></strong> : <code>any</code></dt> <dd>Year frequency for annualization purposes.</dd> <dt><strong><code>defaults</code></strong> : <code>dict</code></dt> <dd>Defaults that override <code>defaults</code> in <a href=../_settings/index.html#vectorbtpro._settings.returns title=vectorbtpro._settings.returns>returns</a>.</dd> <dt><strong><code>**kwargs</code></strong></dt> <dd>Keyword arguments that are passed down to <a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor title=vectorbtpro.generic.accessors.GenericAccessor>GenericAccessor</a>.</dd> </dl> <hr> <h3 id=vectorbtpro.accessors.Vbt_Accessor.signals>signals <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_Accessor.signals title="Permanent link">¶</a></h3> <p>Accessor on top of signal series. For both, Series and DataFrames.</p> <p>Accessible via <code>pd.Series.vbt.signals</code> and <code>pd.DataFrame.vbt.signals</code>.</p> <hr> <h2 id=vectorbtpro.accessors.Vbt_DFAccessor>Vbt_DFAccessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L211-L222 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_DFAccessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-15-1><a id=__codelineno-15-1 name=__codelineno-15-1 href=#__codelineno-15-1></a><span class=n>Vbt_DFAccessor</span><span class=p>(</span>
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</span><span id=__span-15-2><a id=__codelineno-15-2 name=__codelineno-15-2 href=#__codelineno-15-2></a> <span class=n>wrapper</span><span class=p>,</span>
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</span><span id=__span-15-3><a id=__codelineno-15-3 name=__codelineno-15-3 href=#__codelineno-15-3></a> <span class=n>obj</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
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</span><span id=__span-15-4><a id=__codelineno-15-4 name=__codelineno-15-4 href=#__codelineno-15-4></a> <span class=o>**</span><span class=n>kwargs</span>
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</span><span id=__span-15-5><a id=__codelineno-15-5 name=__codelineno-15-5 href=#__codelineno-15-5></a><span class=p>)</span>
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</span></code></pre></div> <p>The main vectorbt accessor for <code>pd.DataFrame</code>.</p> <p><strong>Superclasses</strong></p> <ul> <li><a href=../generic/analyzable/index.html#vectorbtpro.generic.analyzable.Analyzable title=vectorbtpro.generic.analyzable.Analyzable>Analyzable</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin title=vectorbtpro.utils.attr_.AttrResolverMixin>AttrResolverMixin</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor title=vectorbtpro.base.accessors.BaseAccessor>BaseAccessor</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseDFAccessor title=vectorbtpro.base.accessors.BaseDFAccessor>BaseDFAccessor</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable title=vectorbtpro.utils.caching.Cacheable>Cacheable</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable title=vectorbtpro.utils.chaining.Chainable>Chainable</a></li> <li><a href=../utils/checks/index.html#vectorbtpro.utils.checks.Comparable title=vectorbtpro.utils.checks.Comparable>Comparable</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured title=vectorbtpro.utils.config.Configured>Configured</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer title=vectorbtpro.base.indexing.ExtPandasIndexer>ExtPandasIndexer</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor title=vectorbtpro.generic.accessors.GenericAccessor>GenericAccessor</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericDFAccessor title=vectorbtpro.generic.accessors.GenericDFAccessor>GenericDFAccessor</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings title=vectorbtpro.utils.config.HasSettings>HasSettings</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.IndexingBase title=vectorbtpro.base.indexing.IndexingBase>IndexingBase</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer title=vectorbtpro.base.indexing.PandasIndexer>PandasIndexer</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable title=vectorbtpro.utils.pickling.Pickleable>Pickleable</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin title=vectorbtpro.generic.plots_builder.PlotsBuilderMixin>PlotsBuilderMixin</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified title=vectorbtpro.utils.formatting.Prettified>Prettified</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin title=vectorbtpro.generic.stats_builder.StatsBuilderMixin>StatsBuilderMixin</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping title=vectorbtpro.base.wrapping.Wrapping>Wrapping</a></li> <li><code>pandas.core.accessor.DirNamesMixin</code></li> </ul> <p><strong>Inherited members</strong></p> <ul> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.deep_getattr title=vectorbtpro.generic.accessors.GenericDFAccessor.deep_getattr>AttrResolverMixin.deep_getattr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.post_resolve_attr title=vectorbtpro.generic.accessors.GenericDFAccessor.post_resolve_attr>AttrResolverMixin.post_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.pre_resolve_attr title=vectorbtpro.generic.accessors.GenericDFAccessor.pre_resolve_attr>AttrResolverMixin.pre_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_attr title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_attr>AttrResolverMixin.resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_shortcut_attr title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_shortcut_attr>AttrResolverMixin.resolve_shortcut_attr()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align title=vectorbtpro.generic.accessors.GenericDFAccessor.align>BaseAccessor.align()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align_to title=vectorbtpro.generic.accessors.GenericDFAccessor.align_to>BaseAccessor.align_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply title=vectorbtpro.generic.accessors.GenericDFAccessor.apply>BaseAccessor.apply()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_and_concat title=vectorbtpro.generic.accessors.GenericDFAccessor.apply_and_concat>BaseAccessor.apply_and_concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_on_index title=vectorbtpro.generic.accessors.GenericDFAccessor.apply_on_index>BaseAccessor.apply_on_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast title=vectorbtpro.generic.accessors.GenericDFAccessor.broadcast>BaseAccessor.broadcast()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_combs title=vectorbtpro.generic.accessors.GenericDFAccessor.broadcast_combs>BaseAccessor.broadcast_combs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_to title=vectorbtpro.generic.accessors.GenericDFAccessor.broadcast_to>BaseAccessor.broadcast_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.column_stack title=vectorbtpro.generic.accessors.GenericDFAccessor.column_stack>BaseAccessor.column_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.combine title=vectorbtpro.generic.accessors.GenericDFAccessor.combine>BaseAccessor.combine()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.concat title=vectorbtpro.generic.accessors.GenericDFAccessor.concat>BaseAccessor.concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross title=vectorbtpro.generic.accessors.GenericDFAccessor.cross>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.x title=vectorbtpro.generic.accessors.GenericDFAccessor.x>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross_with title=vectorbtpro.generic.accessors.GenericDFAccessor.cross_with>BaseAccessor.cross_with()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_duplicate_levels title=vectorbtpro.generic.accessors.GenericDFAccessor.drop_duplicate_levels>BaseAccessor.drop_duplicate_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_levels title=vectorbtpro.generic.accessors.GenericDFAccessor.drop_levels>BaseAccessor.drop_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_redundant_levels title=vectorbtpro.generic.accessors.GenericDFAccessor.drop_redundant_levels>BaseAccessor.drop_redundant_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty title=vectorbtpro.generic.accessors.GenericDFAccessor.empty>BaseAccessor.empty()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty_like title=vectorbtpro.generic.accessors.GenericDFAccessor.empty_like>BaseAccessor.empty_like()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.eval title=vectorbtpro.generic.accessors.GenericDFAccessor.eval>BaseAccessor.eval()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.get title=vectorbtpro.generic.accessors.GenericDFAccessor.get>BaseAccessor.get()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_func title=vectorbtpro.generic.accessors.GenericDFAccessor.indexing_func>BaseAccessor.indexing_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_setter_func title=vectorbtpro.generic.accessors.GenericDFAccessor.indexing_setter_func>BaseAccessor.indexing_setter_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.make_symmetric title=vectorbtpro.generic.accessors.GenericDFAccessor.make_symmetric>BaseAccessor.make_symmetric()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.rename_levels title=vectorbtpro.generic.accessors.GenericDFAccessor.rename_levels>BaseAccessor.rename_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.repeat title=vectorbtpro.generic.accessors.GenericDFAccessor.repeat>BaseAccessor.repeat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_column_stack_kwargs title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_column_stack_kwargs>BaseAccessor.resolve_column_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_row_stack_kwargs title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_row_stack_kwargs>BaseAccessor.resolve_row_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_shape title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_shape>BaseAccessor.resolve_shape()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.row_stack title=vectorbtpro.generic.accessors.GenericDFAccessor.row_stack>BaseAccessor.row_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.select_levels title=vectorbtpro.generic.accessors.GenericDFAccessor.select_levels>BaseAccessor.select_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set title=vectorbtpro.generic.accessors.GenericDFAccessor.set>BaseAccessor.set()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set_between title=vectorbtpro.generic.accessors.GenericDFAccessor.set_between>BaseAccessor.set_between()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.stack_index title=vectorbtpro.generic.accessors.GenericDFAccessor.stack_index>BaseAccessor.stack_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.tile title=vectorbtpro.generic.accessors.GenericDFAccessor.tile>BaseAccessor.tile()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_1d_array title=vectorbtpro.generic.accessors.GenericDFAccessor.to_1d_array>BaseAccessor.to_1d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_2d_array title=vectorbtpro.generic.accessors.GenericDFAccessor.to_2d_array>BaseAccessor.to_2d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_dict title=vectorbtpro.generic.accessors.GenericDFAccessor.to_dict>BaseAccessor.to_dict()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_array title=vectorbtpro.generic.accessors.GenericDFAccessor.unstack_to_array>BaseAccessor.unstack_to_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_df title=vectorbtpro.generic.accessors.GenericDFAccessor.unstack_to_df>BaseAccessor.unstack_to_df()</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable.get_ca_setup title=vectorbtpro.generic.accessors.GenericDFAccessor.get_ca_setup>Cacheable.get_ca_setup()</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable.pipe title=vectorbtpro.generic.accessors.GenericDFAccessor.pipe>Chainable.pipe()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.copy title=vectorbtpro.generic.accessors.GenericDFAccessor.copy>Configured.copy()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.equals title=vectorbtpro.generic.accessors.GenericDFAccessor.equals>Configured.equals()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.get_writeable_attrs title=vectorbtpro.generic.accessors.GenericDFAccessor.get_writeable_attrs>Configured.get_writeable_attrs()</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified.prettify title=vectorbtpro.generic.accessors.GenericDFAccessor.prettify>Configured.prettify()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.replace title=vectorbtpro.generic.accessors.GenericDFAccessor.replace>Configured.replace()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.resolve_merge_kwargs title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_merge_kwargs>Configured.resolve_merge_kwargs()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.update_config title=vectorbtpro.generic.accessors.GenericDFAccessor.update_config>Configured.update_config()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ago title=vectorbtpro.generic.accessors.GenericDFAccessor.ago>GenericAccessor.ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.all_ago title=vectorbtpro.generic.accessors.GenericDFAccessor.all_ago>GenericAccessor.all_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.any_ago title=vectorbtpro.generic.accessors.GenericDFAccessor.any_ago>GenericAccessor.any_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_along_axis title=vectorbtpro.generic.accessors.GenericDFAccessor.apply_along_axis>GenericAccessor.apply_along_axis()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_and_reduce title=vectorbtpro.generic.accessors.GenericDFAccessor.apply_and_reduce>GenericAccessor.apply_and_reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_mapping title=vectorbtpro.generic.accessors.GenericDFAccessor.apply_mapping>GenericAccessor.apply_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.areaplot title=vectorbtpro.generic.accessors.GenericDFAccessor.areaplot>GenericAccessor.areaplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.barplot title=vectorbtpro.generic.accessors.GenericDFAccessor.barplot>GenericAccessor.barplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bfill title=vectorbtpro.generic.accessors.GenericDFAccessor.bfill>GenericAccessor.bfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.binarize title=vectorbtpro.generic.accessors.GenericDFAccessor.binarize>GenericAccessor.binarize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.boxplot title=vectorbtpro.generic.accessors.GenericDFAccessor.boxplot>GenericAccessor.boxplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bshift title=vectorbtpro.generic.accessors.GenericDFAccessor.bshift>GenericAccessor.bshift()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.column_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.column_apply>GenericAccessor.column_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.corr title=vectorbtpro.generic.accessors.GenericDFAccessor.corr>GenericAccessor.corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.count title=vectorbtpro.generic.accessors.GenericDFAccessor.count>GenericAccessor.count()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cov title=vectorbtpro.generic.accessors.GenericDFAccessor.cov>GenericAccessor.cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_above title=vectorbtpro.generic.accessors.GenericDFAccessor.crossed_above>GenericAccessor.crossed_above()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_below title=vectorbtpro.generic.accessors.GenericDFAccessor.crossed_below>GenericAccessor.crossed_below()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumprod title=vectorbtpro.generic.accessors.GenericDFAccessor.cumprod>GenericAccessor.cumprod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumsum title=vectorbtpro.generic.accessors.GenericDFAccessor.cumsum>GenericAccessor.cumsum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.demean title=vectorbtpro.generic.accessors.GenericDFAccessor.demean>GenericAccessor.demean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.describe title=vectorbtpro.generic.accessors.GenericDFAccessor.describe>GenericAccessor.describe()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.diff title=vectorbtpro.generic.accessors.GenericDFAccessor.diff>GenericAccessor.diff()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.digitize title=vectorbtpro.generic.accessors.GenericDFAccessor.digitize>GenericAccessor.digitize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdown title=vectorbtpro.generic.accessors.GenericDFAccessor.drawdown>GenericAccessor.drawdown()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_mean title=vectorbtpro.generic.accessors.GenericDFAccessor.ewm_mean>GenericAccessor.ewm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_std title=vectorbtpro.generic.accessors.GenericDFAccessor.ewm_std>GenericAccessor.ewm_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_apply>GenericAccessor.expanding_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_corr title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_corr>GenericAccessor.expanding_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_cov title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_cov>GenericAccessor.expanding_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmax title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_idxmax>GenericAccessor.expanding_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmin title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_idxmin>GenericAccessor.expanding_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_max title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_max>GenericAccessor.expanding_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_mean title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_mean>GenericAccessor.expanding_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_min title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_min>GenericAccessor.expanding_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_ols title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_ols>GenericAccessor.expanding_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_rank title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_rank>GenericAccessor.expanding_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_std title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_std>GenericAccessor.expanding_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_zscore title=vectorbtpro.generic.accessors.GenericDFAccessor.expanding_zscore>GenericAccessor.expanding_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fbfill title=vectorbtpro.generic.accessors.GenericDFAccessor.fbfill>GenericAccessor.fbfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ffill title=vectorbtpro.generic.accessors.GenericDFAccessor.ffill>GenericAccessor.ffill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fillna title=vectorbtpro.generic.accessors.GenericDFAccessor.fillna>GenericAccessor.fillna()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.find_pattern title=vectorbtpro.generic.accessors.GenericDFAccessor.find_pattern>GenericAccessor.find_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.flatten_grouped title=vectorbtpro.generic.accessors.GenericDFAccessor.flatten_grouped>GenericAccessor.flatten_grouped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fshift title=vectorbtpro.generic.accessors.GenericDFAccessor.fshift>GenericAccessor.fshift()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_drawdowns title=vectorbtpro.generic.accessors.GenericDFAccessor.get_drawdowns>GenericAccessor.get_drawdowns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_ranges title=vectorbtpro.generic.accessors.GenericDFAccessor.get_ranges>GenericAccessor.get_ranges()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.groupby_apply>GenericAccessor.groupby_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_transform title=vectorbtpro.generic.accessors.GenericDFAccessor.groupby_transform>GenericAccessor.groupby_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.heatmap title=vectorbtpro.generic.accessors.GenericDFAccessor.heatmap>GenericAccessor.heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.histplot title=vectorbtpro.generic.accessors.GenericDFAccessor.histplot>GenericAccessor.histplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmax title=vectorbtpro.generic.accessors.GenericDFAccessor.idxmax>GenericAccessor.idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmin title=vectorbtpro.generic.accessors.GenericDFAccessor.idxmin>GenericAccessor.idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.lineplot title=vectorbtpro.generic.accessors.GenericDFAccessor.lineplot>GenericAccessor.lineplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ma title=vectorbtpro.generic.accessors.GenericDFAccessor.ma>GenericAccessor.ma()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.map title=vectorbtpro.generic.accessors.GenericDFAccessor.map>GenericAccessor.map()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.max title=vectorbtpro.generic.accessors.GenericDFAccessor.max>GenericAccessor.max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.maxabs_scale title=vectorbtpro.generic.accessors.GenericDFAccessor.maxabs_scale>GenericAccessor.maxabs_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mean title=vectorbtpro.generic.accessors.GenericDFAccessor.mean>GenericAccessor.mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.median title=vectorbtpro.generic.accessors.GenericDFAccessor.median>GenericAccessor.median()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.min title=vectorbtpro.generic.accessors.GenericDFAccessor.min>GenericAccessor.min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.minmax_scale title=vectorbtpro.generic.accessors.GenericDFAccessor.minmax_scale>GenericAccessor.minmax_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.msd title=vectorbtpro.generic.accessors.GenericDFAccessor.msd>GenericAccessor.msd()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.normalize title=vectorbtpro.generic.accessors.GenericDFAccessor.normalize>GenericAccessor.normalize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.overlay_with_heatmap title=vectorbtpro.generic.accessors.GenericDFAccessor.overlay_with_heatmap>GenericAccessor.overlay_with_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.pct_change title=vectorbtpro.generic.accessors.GenericDFAccessor.pct_change>GenericAccessor.pct_change()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot title=vectorbtpro.generic.accessors.GenericDFAccessor.plot>GenericAccessor.plot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_against title=vectorbtpro.generic.accessors.GenericDFAccessor.plot_against>GenericAccessor.plot_against()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_pattern title=vectorbtpro.generic.accessors.GenericDFAccessor.plot_pattern>GenericAccessor.plot_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.power_transform title=vectorbtpro.generic.accessors.GenericDFAccessor.power_transform>GenericAccessor.power_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.product title=vectorbtpro.generic.accessors.GenericDFAccessor.product>GenericAccessor.product()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.proximity_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.proximity_apply>GenericAccessor.proximity_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.qqplot title=vectorbtpro.generic.accessors.GenericDFAccessor.qqplot>GenericAccessor.qqplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.quantile_transform title=vectorbtpro.generic.accessors.GenericDFAccessor.quantile_transform>GenericAccessor.quantile_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rank title=vectorbtpro.generic.accessors.GenericDFAccessor.rank>GenericAccessor.rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign title=vectorbtpro.generic.accessors.GenericDFAccessor.realign>GenericAccessor.realign()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_closing title=vectorbtpro.generic.accessors.GenericDFAccessor.realign_closing>GenericAccessor.realign_closing()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_opening title=vectorbtpro.generic.accessors.GenericDFAccessor.realign_opening>GenericAccessor.realign_opening()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rebase title=vectorbtpro.generic.accessors.GenericDFAccessor.rebase>GenericAccessor.rebase()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.reduce title=vectorbtpro.generic.accessors.GenericDFAccessor.reduce>GenericAccessor.reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.resample_apply>GenericAccessor.resample_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_between_bounds title=vectorbtpro.generic.accessors.GenericDFAccessor.resample_between_bounds>GenericAccessor.resample_between_bounds()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_to_index title=vectorbtpro.generic.accessors.GenericDFAccessor.resample_to_index>GenericAccessor.resample_to_index()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_mapping title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_mapping>GenericAccessor.resolve_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_self title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_self>GenericAccessor.resolve_self()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.robust_scale title=vectorbtpro.generic.accessors.GenericDFAccessor.robust_scale>GenericAccessor.robust_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_all title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_all>GenericAccessor.rolling_all()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_any title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_any>GenericAccessor.rolling_any()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_apply>GenericAccessor.rolling_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_corr title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_corr>GenericAccessor.rolling_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_cov title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_cov>GenericAccessor.rolling_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmax title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_idxmax>GenericAccessor.rolling_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmin title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_idxmin>GenericAccessor.rolling_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_max title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_max>GenericAccessor.rolling_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_mean title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_mean>GenericAccessor.rolling_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_min title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_min>GenericAccessor.rolling_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_ols title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_ols>GenericAccessor.rolling_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_pattern_similarity title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_pattern_similarity>GenericAccessor.rolling_pattern_similarity()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_prod title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_prod>GenericAccessor.rolling_prod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_rank title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_rank>GenericAccessor.rolling_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_std title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_std>GenericAccessor.rolling_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_sum title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_sum>GenericAccessor.rolling_sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_zscore title=vectorbtpro.generic.accessors.GenericDFAccessor.rolling_zscore>GenericAccessor.rolling_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.row_apply title=vectorbtpro.generic.accessors.GenericDFAccessor.row_apply>GenericAccessor.row_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scale title=vectorbtpro.generic.accessors.GenericDFAccessor.scale>GenericAccessor.scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scatterplot title=vectorbtpro.generic.accessors.GenericDFAccessor.scatterplot>GenericAccessor.scatterplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.shuffle title=vectorbtpro.generic.accessors.GenericDFAccessor.shuffle>GenericAccessor.shuffle()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.squeeze_grouped title=vectorbtpro.generic.accessors.GenericDFAccessor.squeeze_grouped>GenericAccessor.squeeze_grouped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.std title=vectorbtpro.generic.accessors.GenericDFAccessor.std>GenericAccessor.std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.sum title=vectorbtpro.generic.accessors.GenericDFAccessor.sum>GenericAccessor.sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_log_returns title=vectorbtpro.generic.accessors.GenericDFAccessor.to_daily_log_returns>GenericAccessor.to_daily_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_returns title=vectorbtpro.generic.accessors.GenericDFAccessor.to_daily_returns>GenericAccessor.to_daily_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_log_returns title=vectorbtpro.generic.accessors.GenericDFAccessor.to_log_returns>GenericAccessor.to_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_mapped title=vectorbtpro.generic.accessors.GenericDFAccessor.to_mapped>GenericAccessor.to_mapped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_returns title=vectorbtpro.generic.accessors.GenericDFAccessor.to_returns>GenericAccessor.to_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.transform title=vectorbtpro.generic.accessors.GenericDFAccessor.transform>GenericAccessor.transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ts_heatmap title=vectorbtpro.generic.accessors.GenericDFAccessor.ts_heatmap>GenericAccessor.ts_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.value_counts title=vectorbtpro.generic.accessors.GenericDFAccessor.value_counts>GenericAccessor.value_counts()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.vidya title=vectorbtpro.generic.accessors.GenericDFAccessor.vidya>GenericAccessor.vidya()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.volume title=vectorbtpro.generic.accessors.GenericDFAccessor.volume>GenericAccessor.volume()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wm_mean title=vectorbtpro.generic.accessors.GenericDFAccessor.wm_mean>GenericAccessor.wm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_mean title=vectorbtpro.generic.accessors.GenericDFAccessor.wwm_mean>GenericAccessor.wwm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_std title=vectorbtpro.generic.accessors.GenericDFAccessor.wwm_std>GenericAccessor.wwm_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.zscore title=vectorbtpro.generic.accessors.GenericDFAccessor.zscore>GenericAccessor.zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericDFAccessor.band title=vectorbtpro.generic.accessors.GenericDFAccessor.band>GenericDFAccessor.band()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.cls_dir title=vectorbtpro.generic.accessors.GenericDFAccessor.cls_dir>GenericDFAccessor.cls_dir</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.column_only_select title=vectorbtpro.generic.accessors.GenericDFAccessor.column_only_select>GenericDFAccessor.column_only_select</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.config title=vectorbtpro.generic.accessors.GenericDFAccessor.config>GenericDFAccessor.config</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.df_accessor_cls title=vectorbtpro.generic.accessors.GenericDFAccessor.df_accessor_cls>GenericDFAccessor.df_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdowns title=vectorbtpro.generic.accessors.GenericDFAccessor.drawdowns>GenericDFAccessor.drawdowns</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.group_select title=vectorbtpro.generic.accessors.GenericDFAccessor.group_select>GenericDFAccessor.group_select</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.iloc title=vectorbtpro.generic.accessors.GenericDFAccessor.iloc>GenericDFAccessor.iloc</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.indexing_kwargs title=vectorbtpro.generic.accessors.GenericDFAccessor.indexing_kwargs>GenericDFAccessor.indexing_kwargs</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.loc title=vectorbtpro.generic.accessors.GenericDFAccessor.loc>GenericDFAccessor.loc</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mapping title=vectorbtpro.generic.accessors.GenericDFAccessor.mapping>GenericDFAccessor.mapping</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.obj title=vectorbtpro.generic.accessors.GenericDFAccessor.obj>GenericDFAccessor.obj</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericDFAccessor.plot_projections title=vectorbtpro.generic.accessors.GenericDFAccessor.plot_projections>GenericDFAccessor.plot_projections()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plots_defaults title=vectorbtpro.generic.accessors.GenericDFAccessor.plots_defaults>GenericDFAccessor.plots_defaults</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.range_only_select title=vectorbtpro.generic.accessors.GenericDFAccessor.range_only_select>GenericDFAccessor.range_only_select</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ranges title=vectorbtpro.generic.accessors.GenericDFAccessor.ranges>GenericDFAccessor.ranges</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.rec_state title=vectorbtpro.generic.accessors.GenericDFAccessor.rec_state>GenericDFAccessor.rec_state</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.self_aliases title=vectorbtpro.generic.accessors.GenericDFAccessor.self_aliases>GenericDFAccessor.self_aliases</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.sr_accessor_cls title=vectorbtpro.generic.accessors.GenericDFAccessor.sr_accessor_cls>GenericDFAccessor.sr_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.stats_defaults title=vectorbtpro.generic.accessors.GenericDFAccessor.stats_defaults>GenericDFAccessor.stats_defaults</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.wrapper title=vectorbtpro.generic.accessors.GenericDFAccessor.wrapper>GenericDFAccessor.wrapper</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer.xloc title=vectorbtpro.generic.accessors.GenericDFAccessor.xloc>GenericDFAccessor.xloc</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_setting title=vectorbtpro.generic.accessors.GenericDFAccessor.get_path_setting>HasSettings.get_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.get_path_settings>HasSettings.get_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_setting title=vectorbtpro.generic.accessors.GenericDFAccessor.get_setting>HasSettings.get_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.get_settings>HasSettings.get_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_setting title=vectorbtpro.generic.accessors.GenericDFAccessor.has_path_setting>HasSettings.has_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.has_path_settings>HasSettings.has_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_setting title=vectorbtpro.generic.accessors.GenericDFAccessor.has_setting>HasSettings.has_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.has_settings>HasSettings.has_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.reset_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.reset_settings>HasSettings.reset_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_setting title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_setting>HasSettings.resolve_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_settings_paths title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_settings_paths>HasSettings.resolve_settings_paths()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.set_settings title=vectorbtpro.generic.accessors.GenericDFAccessor.set_settings>HasSettings.set_settings()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.xs title=vectorbtpro.generic.accessors.GenericDFAccessor.xs>PandasIndexer.xs()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config title=vectorbtpro.generic.accessors.GenericDFAccessor.decode_config>Pickleable.decode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config_node title=vectorbtpro.generic.accessors.GenericDFAccessor.decode_config_node>Pickleable.decode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.dumps title=vectorbtpro.generic.accessors.GenericDFAccessor.dumps>Pickleable.dumps()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config title=vectorbtpro.generic.accessors.GenericDFAccessor.encode_config>Pickleable.encode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config_node title=vectorbtpro.generic.accessors.GenericDFAccessor.encode_config_node>Pickleable.encode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.file_exists title=vectorbtpro.generic.accessors.GenericDFAccessor.file_exists>Pickleable.file_exists()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.getsize title=vectorbtpro.generic.accessors.GenericDFAccessor.getsize>Pickleable.getsize()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.load title=vectorbtpro.generic.accessors.GenericDFAccessor.load>Pickleable.load()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.loads title=vectorbtpro.generic.accessors.GenericDFAccessor.loads>Pickleable.loads()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.modify_state title=vectorbtpro.generic.accessors.GenericDFAccessor.modify_state>Pickleable.modify_state()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.resolve_file_path title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_file_path>Pickleable.resolve_file_path()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.save title=vectorbtpro.generic.accessors.GenericDFAccessor.save>Pickleable.save()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.build_subplots_doc title=vectorbtpro.generic.accessors.GenericDFAccessor.build_subplots_doc>PlotsBuilderMixin.build_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.override_subplots_doc title=vectorbtpro.generic.accessors.GenericDFAccessor.override_subplots_doc>PlotsBuilderMixin.override_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.plots title=vectorbtpro.generic.accessors.GenericDFAccessor.plots>PlotsBuilderMixin.plots()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.build_metrics_doc title=vectorbtpro.generic.accessors.GenericDFAccessor.build_metrics_doc>StatsBuilderMixin.build_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.override_metrics_doc title=vectorbtpro.generic.accessors.GenericDFAccessor.override_metrics_doc>StatsBuilderMixin.override_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.stats title=vectorbtpro.generic.accessors.GenericDFAccessor.stats>StatsBuilderMixin.stats()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.regroup title=vectorbtpro.generic.accessors.GenericDFAccessor.regroup>Wrapping.regroup()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resample title=vectorbtpro.generic.accessors.GenericDFAccessor.resample>Wrapping.resample()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_stack_kwargs title=vectorbtpro.generic.accessors.GenericDFAccessor.resolve_stack_kwargs>Wrapping.resolve_stack_kwargs()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col title=vectorbtpro.generic.accessors.GenericDFAccessor.select_col>Wrapping.select_col()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col_from_obj title=vectorbtpro.generic.accessors.GenericDFAccessor.select_col_from_obj>Wrapping.select_col_from_obj()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.split title=vectorbtpro.generic.accessors.GenericDFAccessor.split>Wrapping.split()</a></li> </ul> <hr> <h3 id=vectorbtpro.accessors.Vbt_DFAccessor.ohlcv>ohlcv <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_DFAccessor.ohlcv title="Permanent link">¶</a></h3> <p>Accessor on top of OHLCV data. For DataFrames only.</p> <p>Accessible via <code>pd.DataFrame.vbt.ohlcv</code>.</p> <hr> <h3 id=vectorbtpro.accessors.Vbt_DFAccessor.px>px <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_DFAccessor.px title="Permanent link">¶</a></h3> <p>Accessor for running Plotly Express functions. For DataFrames only.</p> <p>Accessible via <code>pd.DataFrame.vbt.px</code>.</p> <hr> <h3 id=vectorbtpro.accessors.Vbt_DFAccessor.returns>returns <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_DFAccessor.returns title="Permanent link">¶</a></h3> <p>Accessor on top of return series. For DataFrames only.</p> <p>Accessible via <code>pd.DataFrame.vbt.returns</code>.</p> <hr> <h3 id=vectorbtpro.accessors.Vbt_DFAccessor.signals>signals <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_DFAccessor.signals title="Permanent link">¶</a></h3> <p>Accessor on top of signal series. For DataFrames only.</p> <p>Accessible via <code>pd.DataFrame.vbt.signals</code>.</p> <hr> <h2 id=vectorbtpro.accessors.Vbt_IDXAccessor>Vbt_IDXAccessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L155-L163 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_IDXAccessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-16-1><a id=__codelineno-16-1 name=__codelineno-16-1 href=#__codelineno-16-1></a><span class=n>Vbt_IDXAccessor</span><span class=p>(</span>
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</span><span id=__span-16-2><a id=__codelineno-16-2 name=__codelineno-16-2 href=#__codelineno-16-2></a> <span class=n>obj</span><span class=p>,</span>
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</span><span id=__span-16-3><a id=__codelineno-16-3 name=__codelineno-16-3 href=#__codelineno-16-3></a> <span class=o>**</span><span class=n>kwargs</span>
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</span><span id=__span-16-4><a id=__codelineno-16-4 name=__codelineno-16-4 href=#__codelineno-16-4></a><span class=p>)</span>
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</span></code></pre></div> <p>The main vectorbt accessor for <code>pd.Index</code>.</p> <p><strong>Superclasses</strong></p> <ul> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor title=vectorbtpro.base.accessors.BaseIDXAccessor>BaseIDXAccessor</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable title=vectorbtpro.utils.caching.Cacheable>Cacheable</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable title=vectorbtpro.utils.chaining.Chainable>Chainable</a></li> <li><a href=../utils/checks/index.html#vectorbtpro.utils.checks.Comparable title=vectorbtpro.utils.checks.Comparable>Comparable</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured title=vectorbtpro.utils.config.Configured>Configured</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings title=vectorbtpro.utils.config.HasSettings>HasSettings</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable title=vectorbtpro.utils.pickling.Pickleable>Pickleable</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified title=vectorbtpro.utils.formatting.Prettified>Prettified</a></li> <li><code>pandas.core.accessor.DirNamesMixin</code></li> </ul> <p><strong>Inherited members</strong></p> <ul> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.align title=vectorbtpro.base.accessors.BaseIDXAccessor.align>BaseIDXAccessor.align()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.align_to title=vectorbtpro.base.accessors.BaseIDXAccessor.align_to>BaseIDXAccessor.align_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.any_freq title=vectorbtpro.base.accessors.BaseIDXAccessor.any_freq>BaseIDXAccessor.any_freq</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.arr_to_timedelta title=vectorbtpro.base.accessors.BaseIDXAccessor.arr_to_timedelta>BaseIDXAccessor.arr_to_timedelta()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.combine title=vectorbtpro.base.accessors.BaseIDXAccessor.combine>BaseIDXAccessor.combine()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.concat title=vectorbtpro.base.accessors.BaseIDXAccessor.concat>BaseIDXAccessor.concat()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.config title=vectorbtpro.base.accessors.BaseIDXAccessor.config>BaseIDXAccessor.config</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.cross title=vectorbtpro.base.accessors.BaseIDXAccessor.cross>BaseIDXAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.x title=vectorbtpro.base.accessors.BaseIDXAccessor.x>BaseIDXAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.cross_with title=vectorbtpro.base.accessors.BaseIDXAccessor.cross_with>BaseIDXAccessor.cross_with()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.drop_duplicate_levels title=vectorbtpro.base.accessors.BaseIDXAccessor.drop_duplicate_levels>BaseIDXAccessor.drop_duplicate_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.drop_levels title=vectorbtpro.base.accessors.BaseIDXAccessor.drop_levels>BaseIDXAccessor.drop_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.drop_redundant_levels title=vectorbtpro.base.accessors.BaseIDXAccessor.drop_redundant_levels>BaseIDXAccessor.drop_redundant_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.dt_period title=vectorbtpro.base.accessors.BaseIDXAccessor.dt_period>BaseIDXAccessor.dt_period</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.find_first_occurrence title=vectorbtpro.base.accessors.BaseIDXAccessor.find_first_occurrence>BaseIDXAccessor.find_first_occurrence()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.freq title=vectorbtpro.base.accessors.BaseIDXAccessor.freq>BaseIDXAccessor.freq</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.from_values title=vectorbtpro.base.accessors.BaseIDXAccessor.from_values>BaseIDXAccessor.from_values()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get title=vectorbtpro.base.accessors.BaseIDXAccessor.get>BaseIDXAccessor.get()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get_freq title=vectorbtpro.base.accessors.BaseIDXAccessor.get_freq>BaseIDXAccessor.get_freq()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get_grouper title=vectorbtpro.base.accessors.BaseIDXAccessor.get_grouper>BaseIDXAccessor.get_grouper()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get_points title=vectorbtpro.base.accessors.BaseIDXAccessor.get_points>BaseIDXAccessor.get_points()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get_ranges title=vectorbtpro.base.accessors.BaseIDXAccessor.get_ranges>BaseIDXAccessor.get_ranges()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.get_resampler title=vectorbtpro.base.accessors.BaseIDXAccessor.get_resampler>BaseIDXAccessor.get_resampler()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.ns_freq title=vectorbtpro.base.accessors.BaseIDXAccessor.ns_freq>BaseIDXAccessor.ns_freq</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.obj title=vectorbtpro.base.accessors.BaseIDXAccessor.obj>BaseIDXAccessor.obj</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.period title=vectorbtpro.base.accessors.BaseIDXAccessor.period>BaseIDXAccessor.period</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.rec_state title=vectorbtpro.base.accessors.BaseIDXAccessor.rec_state>BaseIDXAccessor.rec_state</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.rename_levels title=vectorbtpro.base.accessors.BaseIDXAccessor.rename_levels>BaseIDXAccessor.rename_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.repeat title=vectorbtpro.base.accessors.BaseIDXAccessor.repeat>BaseIDXAccessor.repeat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.select_levels title=vectorbtpro.base.accessors.BaseIDXAccessor.select_levels>BaseIDXAccessor.select_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.stack title=vectorbtpro.base.accessors.BaseIDXAccessor.stack>BaseIDXAccessor.stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.tile title=vectorbtpro.base.accessors.BaseIDXAccessor.tile>BaseIDXAccessor.tile()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.to_ns title=vectorbtpro.base.accessors.BaseIDXAccessor.to_ns>BaseIDXAccessor.to_ns()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.to_period title=vectorbtpro.base.accessors.BaseIDXAccessor.to_period>BaseIDXAccessor.to_period()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseIDXAccessor.to_period_ns title=vectorbtpro.base.accessors.BaseIDXAccessor.to_period_ns>BaseIDXAccessor.to_period_ns()</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable.get_ca_setup title=vectorbtpro.base.accessors.BaseIDXAccessor.get_ca_setup>Cacheable.get_ca_setup()</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable.pipe title=vectorbtpro.base.accessors.BaseIDXAccessor.pipe>Chainable.pipe()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.copy title=vectorbtpro.base.accessors.BaseIDXAccessor.copy>Configured.copy()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.equals title=vectorbtpro.base.accessors.BaseIDXAccessor.equals>Configured.equals()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.get_writeable_attrs title=vectorbtpro.base.accessors.BaseIDXAccessor.get_writeable_attrs>Configured.get_writeable_attrs()</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified.prettify title=vectorbtpro.base.accessors.BaseIDXAccessor.prettify>Configured.prettify()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.replace title=vectorbtpro.base.accessors.BaseIDXAccessor.replace>Configured.replace()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.resolve_merge_kwargs title=vectorbtpro.base.accessors.BaseIDXAccessor.resolve_merge_kwargs>Configured.resolve_merge_kwargs()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.update_config title=vectorbtpro.base.accessors.BaseIDXAccessor.update_config>Configured.update_config()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_setting title=vectorbtpro.base.accessors.BaseIDXAccessor.get_path_setting>HasSettings.get_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.get_path_settings>HasSettings.get_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_setting title=vectorbtpro.base.accessors.BaseIDXAccessor.get_setting>HasSettings.get_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.get_settings>HasSettings.get_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_setting title=vectorbtpro.base.accessors.BaseIDXAccessor.has_path_setting>HasSettings.has_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.has_path_settings>HasSettings.has_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_setting title=vectorbtpro.base.accessors.BaseIDXAccessor.has_setting>HasSettings.has_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.has_settings>HasSettings.has_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.reset_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.reset_settings>HasSettings.reset_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_setting title=vectorbtpro.base.accessors.BaseIDXAccessor.resolve_setting>HasSettings.resolve_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_settings_paths title=vectorbtpro.base.accessors.BaseIDXAccessor.resolve_settings_paths>HasSettings.resolve_settings_paths()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.set_settings title=vectorbtpro.base.accessors.BaseIDXAccessor.set_settings>HasSettings.set_settings()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config title=vectorbtpro.base.accessors.BaseIDXAccessor.decode_config>Pickleable.decode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config_node title=vectorbtpro.base.accessors.BaseIDXAccessor.decode_config_node>Pickleable.decode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.dumps title=vectorbtpro.base.accessors.BaseIDXAccessor.dumps>Pickleable.dumps()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config title=vectorbtpro.base.accessors.BaseIDXAccessor.encode_config>Pickleable.encode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config_node title=vectorbtpro.base.accessors.BaseIDXAccessor.encode_config_node>Pickleable.encode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.file_exists title=vectorbtpro.base.accessors.BaseIDXAccessor.file_exists>Pickleable.file_exists()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.getsize title=vectorbtpro.base.accessors.BaseIDXAccessor.getsize>Pickleable.getsize()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.load title=vectorbtpro.base.accessors.BaseIDXAccessor.load>Pickleable.load()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.loads title=vectorbtpro.base.accessors.BaseIDXAccessor.loads>Pickleable.loads()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.modify_state title=vectorbtpro.base.accessors.BaseIDXAccessor.modify_state>Pickleable.modify_state()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.resolve_file_path title=vectorbtpro.base.accessors.BaseIDXAccessor.resolve_file_path>Pickleable.resolve_file_path()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.save title=vectorbtpro.base.accessors.BaseIDXAccessor.save>Pickleable.save()</a></li> </ul> <hr> <h2 id=vectorbtpro.accessors.Vbt_SRAccessor>Vbt_SRAccessor <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py#L191-L202 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_SRAccessor title="Permanent link">¶</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-17-1><a id=__codelineno-17-1 name=__codelineno-17-1 href=#__codelineno-17-1></a><span class=n>Vbt_SRAccessor</span><span class=p>(</span>
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</span><span id=__span-17-2><a id=__codelineno-17-2 name=__codelineno-17-2 href=#__codelineno-17-2></a> <span class=n>wrapper</span><span class=p>,</span>
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</span><span id=__span-17-3><a id=__codelineno-17-3 name=__codelineno-17-3 href=#__codelineno-17-3></a> <span class=n>obj</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
|
|
</span><span id=__span-17-4><a id=__codelineno-17-4 name=__codelineno-17-4 href=#__codelineno-17-4></a> <span class=o>**</span><span class=n>kwargs</span>
|
|
</span><span id=__span-17-5><a id=__codelineno-17-5 name=__codelineno-17-5 href=#__codelineno-17-5></a><span class=p>)</span>
|
|
</span></code></pre></div> <p>The main vectorbt accessor for <code>pd.Series</code>.</p> <p><strong>Superclasses</strong></p> <ul> <li><a href=../generic/analyzable/index.html#vectorbtpro.generic.analyzable.Analyzable title=vectorbtpro.generic.analyzable.Analyzable>Analyzable</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin title=vectorbtpro.utils.attr_.AttrResolverMixin>AttrResolverMixin</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor title=vectorbtpro.base.accessors.BaseAccessor>BaseAccessor</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseSRAccessor title=vectorbtpro.base.accessors.BaseSRAccessor>BaseSRAccessor</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable title=vectorbtpro.utils.caching.Cacheable>Cacheable</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable title=vectorbtpro.utils.chaining.Chainable>Chainable</a></li> <li><a href=../utils/checks/index.html#vectorbtpro.utils.checks.Comparable title=vectorbtpro.utils.checks.Comparable>Comparable</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured title=vectorbtpro.utils.config.Configured>Configured</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer title=vectorbtpro.base.indexing.ExtPandasIndexer>ExtPandasIndexer</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor title=vectorbtpro.generic.accessors.GenericAccessor>GenericAccessor</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericSRAccessor title=vectorbtpro.generic.accessors.GenericSRAccessor>GenericSRAccessor</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings title=vectorbtpro.utils.config.HasSettings>HasSettings</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.IndexingBase title=vectorbtpro.base.indexing.IndexingBase>IndexingBase</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer title=vectorbtpro.base.indexing.PandasIndexer>PandasIndexer</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable title=vectorbtpro.utils.pickling.Pickleable>Pickleable</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin title=vectorbtpro.generic.plots_builder.PlotsBuilderMixin>PlotsBuilderMixin</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified title=vectorbtpro.utils.formatting.Prettified>Prettified</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin title=vectorbtpro.generic.stats_builder.StatsBuilderMixin>StatsBuilderMixin</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping title=vectorbtpro.base.wrapping.Wrapping>Wrapping</a></li> <li><code>pandas.core.accessor.DirNamesMixin</code></li> </ul> <p><strong>Inherited members</strong></p> <ul> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.deep_getattr title=vectorbtpro.generic.accessors.GenericSRAccessor.deep_getattr>AttrResolverMixin.deep_getattr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.post_resolve_attr title=vectorbtpro.generic.accessors.GenericSRAccessor.post_resolve_attr>AttrResolverMixin.post_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.pre_resolve_attr title=vectorbtpro.generic.accessors.GenericSRAccessor.pre_resolve_attr>AttrResolverMixin.pre_resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_attr title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_attr>AttrResolverMixin.resolve_attr()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_shortcut_attr title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_shortcut_attr>AttrResolverMixin.resolve_shortcut_attr()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align title=vectorbtpro.generic.accessors.GenericSRAccessor.align>BaseAccessor.align()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.align_to title=vectorbtpro.generic.accessors.GenericSRAccessor.align_to>BaseAccessor.align_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply title=vectorbtpro.generic.accessors.GenericSRAccessor.apply>BaseAccessor.apply()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_and_concat title=vectorbtpro.generic.accessors.GenericSRAccessor.apply_and_concat>BaseAccessor.apply_and_concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.apply_on_index title=vectorbtpro.generic.accessors.GenericSRAccessor.apply_on_index>BaseAccessor.apply_on_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast title=vectorbtpro.generic.accessors.GenericSRAccessor.broadcast>BaseAccessor.broadcast()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_combs title=vectorbtpro.generic.accessors.GenericSRAccessor.broadcast_combs>BaseAccessor.broadcast_combs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.broadcast_to title=vectorbtpro.generic.accessors.GenericSRAccessor.broadcast_to>BaseAccessor.broadcast_to()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.column_stack title=vectorbtpro.generic.accessors.GenericSRAccessor.column_stack>BaseAccessor.column_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.combine title=vectorbtpro.generic.accessors.GenericSRAccessor.combine>BaseAccessor.combine()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.concat title=vectorbtpro.generic.accessors.GenericSRAccessor.concat>BaseAccessor.concat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross title=vectorbtpro.generic.accessors.GenericSRAccessor.cross>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.x title=vectorbtpro.generic.accessors.GenericSRAccessor.x>BaseAccessor.cross()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.cross_with title=vectorbtpro.generic.accessors.GenericSRAccessor.cross_with>BaseAccessor.cross_with()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_duplicate_levels title=vectorbtpro.generic.accessors.GenericSRAccessor.drop_duplicate_levels>BaseAccessor.drop_duplicate_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_levels title=vectorbtpro.generic.accessors.GenericSRAccessor.drop_levels>BaseAccessor.drop_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.drop_redundant_levels title=vectorbtpro.generic.accessors.GenericSRAccessor.drop_redundant_levels>BaseAccessor.drop_redundant_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty title=vectorbtpro.generic.accessors.GenericSRAccessor.empty>BaseAccessor.empty()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.empty_like title=vectorbtpro.generic.accessors.GenericSRAccessor.empty_like>BaseAccessor.empty_like()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.eval title=vectorbtpro.generic.accessors.GenericSRAccessor.eval>BaseAccessor.eval()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.get title=vectorbtpro.generic.accessors.GenericSRAccessor.get>BaseAccessor.get()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_func title=vectorbtpro.generic.accessors.GenericSRAccessor.indexing_func>BaseAccessor.indexing_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.indexing_setter_func title=vectorbtpro.generic.accessors.GenericSRAccessor.indexing_setter_func>BaseAccessor.indexing_setter_func()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.make_symmetric title=vectorbtpro.generic.accessors.GenericSRAccessor.make_symmetric>BaseAccessor.make_symmetric()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.rename_levels title=vectorbtpro.generic.accessors.GenericSRAccessor.rename_levels>BaseAccessor.rename_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.repeat title=vectorbtpro.generic.accessors.GenericSRAccessor.repeat>BaseAccessor.repeat()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_column_stack_kwargs title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_column_stack_kwargs>BaseAccessor.resolve_column_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_row_stack_kwargs title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_row_stack_kwargs>BaseAccessor.resolve_row_stack_kwargs()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.resolve_shape title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_shape>BaseAccessor.resolve_shape()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.row_stack title=vectorbtpro.generic.accessors.GenericSRAccessor.row_stack>BaseAccessor.row_stack()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.select_levels title=vectorbtpro.generic.accessors.GenericSRAccessor.select_levels>BaseAccessor.select_levels()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set title=vectorbtpro.generic.accessors.GenericSRAccessor.set>BaseAccessor.set()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.set_between title=vectorbtpro.generic.accessors.GenericSRAccessor.set_between>BaseAccessor.set_between()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.stack_index title=vectorbtpro.generic.accessors.GenericSRAccessor.stack_index>BaseAccessor.stack_index()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.tile title=vectorbtpro.generic.accessors.GenericSRAccessor.tile>BaseAccessor.tile()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_1d_array title=vectorbtpro.generic.accessors.GenericSRAccessor.to_1d_array>BaseAccessor.to_1d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_2d_array title=vectorbtpro.generic.accessors.GenericSRAccessor.to_2d_array>BaseAccessor.to_2d_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.to_dict title=vectorbtpro.generic.accessors.GenericSRAccessor.to_dict>BaseAccessor.to_dict()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_array title=vectorbtpro.generic.accessors.GenericSRAccessor.unstack_to_array>BaseAccessor.unstack_to_array()</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.unstack_to_df title=vectorbtpro.generic.accessors.GenericSRAccessor.unstack_to_df>BaseAccessor.unstack_to_df()</a></li> <li><a href=../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable.get_ca_setup title=vectorbtpro.generic.accessors.GenericSRAccessor.get_ca_setup>Cacheable.get_ca_setup()</a></li> <li><a href=../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable.pipe title=vectorbtpro.generic.accessors.GenericSRAccessor.pipe>Chainable.pipe()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.copy title=vectorbtpro.generic.accessors.GenericSRAccessor.copy>Configured.copy()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.equals title=vectorbtpro.generic.accessors.GenericSRAccessor.equals>Configured.equals()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.get_writeable_attrs title=vectorbtpro.generic.accessors.GenericSRAccessor.get_writeable_attrs>Configured.get_writeable_attrs()</a></li> <li><a href=../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified.prettify title=vectorbtpro.generic.accessors.GenericSRAccessor.prettify>Configured.prettify()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.replace title=vectorbtpro.generic.accessors.GenericSRAccessor.replace>Configured.replace()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.resolve_merge_kwargs title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_merge_kwargs>Configured.resolve_merge_kwargs()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.update_config title=vectorbtpro.generic.accessors.GenericSRAccessor.update_config>Configured.update_config()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ago title=vectorbtpro.generic.accessors.GenericSRAccessor.ago>GenericAccessor.ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.all_ago title=vectorbtpro.generic.accessors.GenericSRAccessor.all_ago>GenericAccessor.all_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.any_ago title=vectorbtpro.generic.accessors.GenericSRAccessor.any_ago>GenericAccessor.any_ago()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_along_axis title=vectorbtpro.generic.accessors.GenericSRAccessor.apply_along_axis>GenericAccessor.apply_along_axis()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_and_reduce title=vectorbtpro.generic.accessors.GenericSRAccessor.apply_and_reduce>GenericAccessor.apply_and_reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.apply_mapping title=vectorbtpro.generic.accessors.GenericSRAccessor.apply_mapping>GenericAccessor.apply_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.areaplot title=vectorbtpro.generic.accessors.GenericSRAccessor.areaplot>GenericAccessor.areaplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.barplot title=vectorbtpro.generic.accessors.GenericSRAccessor.barplot>GenericAccessor.barplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bfill title=vectorbtpro.generic.accessors.GenericSRAccessor.bfill>GenericAccessor.bfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.binarize title=vectorbtpro.generic.accessors.GenericSRAccessor.binarize>GenericAccessor.binarize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.boxplot title=vectorbtpro.generic.accessors.GenericSRAccessor.boxplot>GenericAccessor.boxplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.bshift title=vectorbtpro.generic.accessors.GenericSRAccessor.bshift>GenericAccessor.bshift()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.column_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.column_apply>GenericAccessor.column_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.corr title=vectorbtpro.generic.accessors.GenericSRAccessor.corr>GenericAccessor.corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.count title=vectorbtpro.generic.accessors.GenericSRAccessor.count>GenericAccessor.count()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cov title=vectorbtpro.generic.accessors.GenericSRAccessor.cov>GenericAccessor.cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_above title=vectorbtpro.generic.accessors.GenericSRAccessor.crossed_above>GenericAccessor.crossed_above()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.crossed_below title=vectorbtpro.generic.accessors.GenericSRAccessor.crossed_below>GenericAccessor.crossed_below()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumprod title=vectorbtpro.generic.accessors.GenericSRAccessor.cumprod>GenericAccessor.cumprod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.cumsum title=vectorbtpro.generic.accessors.GenericSRAccessor.cumsum>GenericAccessor.cumsum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.demean title=vectorbtpro.generic.accessors.GenericSRAccessor.demean>GenericAccessor.demean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.describe title=vectorbtpro.generic.accessors.GenericSRAccessor.describe>GenericAccessor.describe()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.diff title=vectorbtpro.generic.accessors.GenericSRAccessor.diff>GenericAccessor.diff()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.digitize title=vectorbtpro.generic.accessors.GenericSRAccessor.digitize>GenericAccessor.digitize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdown title=vectorbtpro.generic.accessors.GenericSRAccessor.drawdown>GenericAccessor.drawdown()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_mean title=vectorbtpro.generic.accessors.GenericSRAccessor.ewm_mean>GenericAccessor.ewm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ewm_std title=vectorbtpro.generic.accessors.GenericSRAccessor.ewm_std>GenericAccessor.ewm_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_apply>GenericAccessor.expanding_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_corr title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_corr>GenericAccessor.expanding_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_cov title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_cov>GenericAccessor.expanding_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmax title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_idxmax>GenericAccessor.expanding_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_idxmin title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_idxmin>GenericAccessor.expanding_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_max title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_max>GenericAccessor.expanding_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_mean title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_mean>GenericAccessor.expanding_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_min title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_min>GenericAccessor.expanding_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_ols title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_ols>GenericAccessor.expanding_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_rank title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_rank>GenericAccessor.expanding_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_std title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_std>GenericAccessor.expanding_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.expanding_zscore title=vectorbtpro.generic.accessors.GenericSRAccessor.expanding_zscore>GenericAccessor.expanding_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fbfill title=vectorbtpro.generic.accessors.GenericSRAccessor.fbfill>GenericAccessor.fbfill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ffill title=vectorbtpro.generic.accessors.GenericSRAccessor.ffill>GenericAccessor.ffill()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fillna title=vectorbtpro.generic.accessors.GenericSRAccessor.fillna>GenericAccessor.fillna()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.find_pattern title=vectorbtpro.generic.accessors.GenericSRAccessor.find_pattern>GenericAccessor.find_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.flatten_grouped title=vectorbtpro.generic.accessors.GenericSRAccessor.flatten_grouped>GenericAccessor.flatten_grouped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.fshift title=vectorbtpro.generic.accessors.GenericSRAccessor.fshift>GenericAccessor.fshift()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_drawdowns title=vectorbtpro.generic.accessors.GenericSRAccessor.get_drawdowns>GenericAccessor.get_drawdowns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.get_ranges title=vectorbtpro.generic.accessors.GenericSRAccessor.get_ranges>GenericAccessor.get_ranges()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.groupby_apply>GenericAccessor.groupby_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.groupby_transform title=vectorbtpro.generic.accessors.GenericSRAccessor.groupby_transform>GenericAccessor.groupby_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.heatmap title=vectorbtpro.generic.accessors.GenericSRAccessor.heatmap>GenericAccessor.heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.histplot title=vectorbtpro.generic.accessors.GenericSRAccessor.histplot>GenericAccessor.histplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmax title=vectorbtpro.generic.accessors.GenericSRAccessor.idxmax>GenericAccessor.idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.idxmin title=vectorbtpro.generic.accessors.GenericSRAccessor.idxmin>GenericAccessor.idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.lineplot title=vectorbtpro.generic.accessors.GenericSRAccessor.lineplot>GenericAccessor.lineplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ma title=vectorbtpro.generic.accessors.GenericSRAccessor.ma>GenericAccessor.ma()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.map title=vectorbtpro.generic.accessors.GenericSRAccessor.map>GenericAccessor.map()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.max title=vectorbtpro.generic.accessors.GenericSRAccessor.max>GenericAccessor.max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.maxabs_scale title=vectorbtpro.generic.accessors.GenericSRAccessor.maxabs_scale>GenericAccessor.maxabs_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mean title=vectorbtpro.generic.accessors.GenericSRAccessor.mean>GenericAccessor.mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.median title=vectorbtpro.generic.accessors.GenericSRAccessor.median>GenericAccessor.median()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.min title=vectorbtpro.generic.accessors.GenericSRAccessor.min>GenericAccessor.min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.minmax_scale title=vectorbtpro.generic.accessors.GenericSRAccessor.minmax_scale>GenericAccessor.minmax_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.msd title=vectorbtpro.generic.accessors.GenericSRAccessor.msd>GenericAccessor.msd()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.normalize title=vectorbtpro.generic.accessors.GenericSRAccessor.normalize>GenericAccessor.normalize()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.overlay_with_heatmap title=vectorbtpro.generic.accessors.GenericSRAccessor.overlay_with_heatmap>GenericAccessor.overlay_with_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.pct_change title=vectorbtpro.generic.accessors.GenericSRAccessor.pct_change>GenericAccessor.pct_change()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot title=vectorbtpro.generic.accessors.GenericSRAccessor.plot>GenericAccessor.plot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_against title=vectorbtpro.generic.accessors.GenericSRAccessor.plot_against>GenericAccessor.plot_against()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plot_pattern title=vectorbtpro.generic.accessors.GenericSRAccessor.plot_pattern>GenericAccessor.plot_pattern()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.power_transform title=vectorbtpro.generic.accessors.GenericSRAccessor.power_transform>GenericAccessor.power_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.product title=vectorbtpro.generic.accessors.GenericSRAccessor.product>GenericAccessor.product()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.proximity_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.proximity_apply>GenericAccessor.proximity_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.qqplot title=vectorbtpro.generic.accessors.GenericSRAccessor.qqplot>GenericAccessor.qqplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.quantile_transform title=vectorbtpro.generic.accessors.GenericSRAccessor.quantile_transform>GenericAccessor.quantile_transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rank title=vectorbtpro.generic.accessors.GenericSRAccessor.rank>GenericAccessor.rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign title=vectorbtpro.generic.accessors.GenericSRAccessor.realign>GenericAccessor.realign()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_closing title=vectorbtpro.generic.accessors.GenericSRAccessor.realign_closing>GenericAccessor.realign_closing()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.realign_opening title=vectorbtpro.generic.accessors.GenericSRAccessor.realign_opening>GenericAccessor.realign_opening()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rebase title=vectorbtpro.generic.accessors.GenericSRAccessor.rebase>GenericAccessor.rebase()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.reduce title=vectorbtpro.generic.accessors.GenericSRAccessor.reduce>GenericAccessor.reduce()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.resample_apply>GenericAccessor.resample_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_between_bounds title=vectorbtpro.generic.accessors.GenericSRAccessor.resample_between_bounds>GenericAccessor.resample_between_bounds()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resample_to_index title=vectorbtpro.generic.accessors.GenericSRAccessor.resample_to_index>GenericAccessor.resample_to_index()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_mapping title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_mapping>GenericAccessor.resolve_mapping()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.resolve_self title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_self>GenericAccessor.resolve_self()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.robust_scale title=vectorbtpro.generic.accessors.GenericSRAccessor.robust_scale>GenericAccessor.robust_scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_all title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_all>GenericAccessor.rolling_all()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_any title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_any>GenericAccessor.rolling_any()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_apply>GenericAccessor.rolling_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_corr title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_corr>GenericAccessor.rolling_corr()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_cov title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_cov>GenericAccessor.rolling_cov()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmax title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_idxmax>GenericAccessor.rolling_idxmax()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_idxmin title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_idxmin>GenericAccessor.rolling_idxmin()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_max title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_max>GenericAccessor.rolling_max()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_mean title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_mean>GenericAccessor.rolling_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_min title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_min>GenericAccessor.rolling_min()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_ols title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_ols>GenericAccessor.rolling_ols()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_pattern_similarity title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_pattern_similarity>GenericAccessor.rolling_pattern_similarity()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_prod title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_prod>GenericAccessor.rolling_prod()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_rank title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_rank>GenericAccessor.rolling_rank()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_std title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_std>GenericAccessor.rolling_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_sum title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_sum>GenericAccessor.rolling_sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.rolling_zscore title=vectorbtpro.generic.accessors.GenericSRAccessor.rolling_zscore>GenericAccessor.rolling_zscore()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.row_apply title=vectorbtpro.generic.accessors.GenericSRAccessor.row_apply>GenericAccessor.row_apply()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scale title=vectorbtpro.generic.accessors.GenericSRAccessor.scale>GenericAccessor.scale()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.scatterplot title=vectorbtpro.generic.accessors.GenericSRAccessor.scatterplot>GenericAccessor.scatterplot()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.shuffle title=vectorbtpro.generic.accessors.GenericSRAccessor.shuffle>GenericAccessor.shuffle()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.squeeze_grouped title=vectorbtpro.generic.accessors.GenericSRAccessor.squeeze_grouped>GenericAccessor.squeeze_grouped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.std title=vectorbtpro.generic.accessors.GenericSRAccessor.std>GenericAccessor.std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.sum title=vectorbtpro.generic.accessors.GenericSRAccessor.sum>GenericAccessor.sum()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_log_returns title=vectorbtpro.generic.accessors.GenericSRAccessor.to_daily_log_returns>GenericAccessor.to_daily_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_daily_returns title=vectorbtpro.generic.accessors.GenericSRAccessor.to_daily_returns>GenericAccessor.to_daily_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_log_returns title=vectorbtpro.generic.accessors.GenericSRAccessor.to_log_returns>GenericAccessor.to_log_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_mapped title=vectorbtpro.generic.accessors.GenericSRAccessor.to_mapped>GenericAccessor.to_mapped()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.to_returns title=vectorbtpro.generic.accessors.GenericSRAccessor.to_returns>GenericAccessor.to_returns()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.transform title=vectorbtpro.generic.accessors.GenericSRAccessor.transform>GenericAccessor.transform()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ts_heatmap title=vectorbtpro.generic.accessors.GenericSRAccessor.ts_heatmap>GenericAccessor.ts_heatmap()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.value_counts title=vectorbtpro.generic.accessors.GenericSRAccessor.value_counts>GenericAccessor.value_counts()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.vidya title=vectorbtpro.generic.accessors.GenericSRAccessor.vidya>GenericAccessor.vidya()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.volume title=vectorbtpro.generic.accessors.GenericSRAccessor.volume>GenericAccessor.volume()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wm_mean title=vectorbtpro.generic.accessors.GenericSRAccessor.wm_mean>GenericAccessor.wm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_mean title=vectorbtpro.generic.accessors.GenericSRAccessor.wwm_mean>GenericAccessor.wwm_mean()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.wwm_std title=vectorbtpro.generic.accessors.GenericSRAccessor.wwm_std>GenericAccessor.wwm_std()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.zscore title=vectorbtpro.generic.accessors.GenericSRAccessor.zscore>GenericAccessor.zscore()</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.cls_dir title=vectorbtpro.generic.accessors.GenericSRAccessor.cls_dir>GenericSRAccessor.cls_dir</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.column_only_select title=vectorbtpro.generic.accessors.GenericSRAccessor.column_only_select>GenericSRAccessor.column_only_select</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.Configured.config title=vectorbtpro.generic.accessors.GenericSRAccessor.config>GenericSRAccessor.config</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.df_accessor_cls title=vectorbtpro.generic.accessors.GenericSRAccessor.df_accessor_cls>GenericSRAccessor.df_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.drawdowns title=vectorbtpro.generic.accessors.GenericSRAccessor.drawdowns>GenericSRAccessor.drawdowns</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericSRAccessor.fit_pattern title=vectorbtpro.generic.accessors.GenericSRAccessor.fit_pattern>GenericSRAccessor.fit_pattern()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.group_select title=vectorbtpro.generic.accessors.GenericSRAccessor.group_select>GenericSRAccessor.group_select</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.iloc title=vectorbtpro.generic.accessors.GenericSRAccessor.iloc>GenericSRAccessor.iloc</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.indexing_kwargs title=vectorbtpro.generic.accessors.GenericSRAccessor.indexing_kwargs>GenericSRAccessor.indexing_kwargs</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.loc title=vectorbtpro.generic.accessors.GenericSRAccessor.loc>GenericSRAccessor.loc</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.mapping title=vectorbtpro.generic.accessors.GenericSRAccessor.mapping>GenericSRAccessor.mapping</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.obj title=vectorbtpro.generic.accessors.GenericSRAccessor.obj>GenericSRAccessor.obj</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.plots_defaults title=vectorbtpro.generic.accessors.GenericSRAccessor.plots_defaults>GenericSRAccessor.plots_defaults</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.range_only_select title=vectorbtpro.generic.accessors.GenericSRAccessor.range_only_select>GenericSRAccessor.range_only_select</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.ranges title=vectorbtpro.generic.accessors.GenericSRAccessor.ranges>GenericSRAccessor.ranges</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.rec_state title=vectorbtpro.generic.accessors.GenericSRAccessor.rec_state>GenericSRAccessor.rec_state</a></li> <li><a href=../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.self_aliases title=vectorbtpro.generic.accessors.GenericSRAccessor.self_aliases>GenericSRAccessor.self_aliases</a></li> <li><a href=../base/accessors/index.html#vectorbtpro.base.accessors.BaseAccessor.sr_accessor_cls title=vectorbtpro.generic.accessors.GenericSRAccessor.sr_accessor_cls>GenericSRAccessor.sr_accessor_cls</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericAccessor.stats_defaults title=vectorbtpro.generic.accessors.GenericSRAccessor.stats_defaults>GenericSRAccessor.stats_defaults</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericSRAccessor.to_renko title=vectorbtpro.generic.accessors.GenericSRAccessor.to_renko>GenericSRAccessor.to_renko()</a></li> <li><a href=../generic/accessors/index.html#vectorbtpro.generic.accessors.GenericSRAccessor.to_renko_ohlc title=vectorbtpro.generic.accessors.GenericSRAccessor.to_renko_ohlc>GenericSRAccessor.to_renko_ohlc()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.wrapper title=vectorbtpro.generic.accessors.GenericSRAccessor.wrapper>GenericSRAccessor.wrapper</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer.xloc title=vectorbtpro.generic.accessors.GenericSRAccessor.xloc>GenericSRAccessor.xloc</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_setting title=vectorbtpro.generic.accessors.GenericSRAccessor.get_path_setting>HasSettings.get_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.get_path_settings>HasSettings.get_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_setting title=vectorbtpro.generic.accessors.GenericSRAccessor.get_setting>HasSettings.get_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.get_settings>HasSettings.get_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_setting title=vectorbtpro.generic.accessors.GenericSRAccessor.has_path_setting>HasSettings.has_path_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.has_path_settings>HasSettings.has_path_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_setting title=vectorbtpro.generic.accessors.GenericSRAccessor.has_setting>HasSettings.has_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.has_settings>HasSettings.has_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.reset_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.reset_settings>HasSettings.reset_settings()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_setting title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_setting>HasSettings.resolve_setting()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_settings_paths title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_settings_paths>HasSettings.resolve_settings_paths()</a></li> <li><a href=../utils/config/index.html#vectorbtpro.utils.config.HasSettings.set_settings title=vectorbtpro.generic.accessors.GenericSRAccessor.set_settings>HasSettings.set_settings()</a></li> <li><a href=../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.xs title=vectorbtpro.generic.accessors.GenericSRAccessor.xs>PandasIndexer.xs()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config title=vectorbtpro.generic.accessors.GenericSRAccessor.decode_config>Pickleable.decode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config_node title=vectorbtpro.generic.accessors.GenericSRAccessor.decode_config_node>Pickleable.decode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.dumps title=vectorbtpro.generic.accessors.GenericSRAccessor.dumps>Pickleable.dumps()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config title=vectorbtpro.generic.accessors.GenericSRAccessor.encode_config>Pickleable.encode_config()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config_node title=vectorbtpro.generic.accessors.GenericSRAccessor.encode_config_node>Pickleable.encode_config_node()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.file_exists title=vectorbtpro.generic.accessors.GenericSRAccessor.file_exists>Pickleable.file_exists()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.getsize title=vectorbtpro.generic.accessors.GenericSRAccessor.getsize>Pickleable.getsize()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.load title=vectorbtpro.generic.accessors.GenericSRAccessor.load>Pickleable.load()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.loads title=vectorbtpro.generic.accessors.GenericSRAccessor.loads>Pickleable.loads()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.modify_state title=vectorbtpro.generic.accessors.GenericSRAccessor.modify_state>Pickleable.modify_state()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.resolve_file_path title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_file_path>Pickleable.resolve_file_path()</a></li> <li><a href=../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.save title=vectorbtpro.generic.accessors.GenericSRAccessor.save>Pickleable.save()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.build_subplots_doc title=vectorbtpro.generic.accessors.GenericSRAccessor.build_subplots_doc>PlotsBuilderMixin.build_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.override_subplots_doc title=vectorbtpro.generic.accessors.GenericSRAccessor.override_subplots_doc>PlotsBuilderMixin.override_subplots_doc()</a></li> <li><a href=../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.plots title=vectorbtpro.generic.accessors.GenericSRAccessor.plots>PlotsBuilderMixin.plots()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.build_metrics_doc title=vectorbtpro.generic.accessors.GenericSRAccessor.build_metrics_doc>StatsBuilderMixin.build_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.override_metrics_doc title=vectorbtpro.generic.accessors.GenericSRAccessor.override_metrics_doc>StatsBuilderMixin.override_metrics_doc()</a></li> <li><a href=../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.stats title=vectorbtpro.generic.accessors.GenericSRAccessor.stats>StatsBuilderMixin.stats()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.regroup title=vectorbtpro.generic.accessors.GenericSRAccessor.regroup>Wrapping.regroup()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resample title=vectorbtpro.generic.accessors.GenericSRAccessor.resample>Wrapping.resample()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_stack_kwargs title=vectorbtpro.generic.accessors.GenericSRAccessor.resolve_stack_kwargs>Wrapping.resolve_stack_kwargs()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col title=vectorbtpro.generic.accessors.GenericSRAccessor.select_col>Wrapping.select_col()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col_from_obj title=vectorbtpro.generic.accessors.GenericSRAccessor.select_col_from_obj>Wrapping.select_col_from_obj()</a></li> <li><a href=../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.split title=vectorbtpro.generic.accessors.GenericSRAccessor.split>Wrapping.split()</a></li> </ul> <hr> <h3 id=vectorbtpro.accessors.Vbt_SRAccessor.px>px <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_SRAccessor.px title="Permanent link">¶</a></h3> <p>Accessor for running Plotly Express functions. For Series only.</p> <p>Accessible via <code>pd.Series.vbt.px</code>.</p> <hr> <h3 id=vectorbtpro.accessors.Vbt_SRAccessor.returns>returns <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_SRAccessor.returns title="Permanent link">¶</a></h3> <p>Accessor on top of return series. For Series only.</p> <p>Accessible via <code>pd.Series.vbt.returns</code>.</p> <hr> <h3 id=vectorbtpro.accessors.Vbt_SRAccessor.signals>signals <span class=dobjtype>class variable</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/accessors.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.accessors.Vbt_SRAccessor.signals title="Permanent link">¶</a></h3> <p>Accessor on top of signal series. For Series only.</p> <p>Accessible via <code>pd.Series.vbt.signals</code>.</p> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12Z"/></svg> Back to top </button> </main> <footer class=md-footer> <nav class="md-footer__inner md-grid" aria-label=Footer> <a href=../_opt_deps/index.html class="md-footer__link md-footer__link--prev" aria-label="Previous: _opt_deps"> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg> </div> <div class=md-footer__title> <span class=md-footer__direction> Previous </span> <div class=md-ellipsis> _opt_deps </div> </div> </a> <a href=../base/index.html class="md-footer__link md-footer__link--next" aria-label="Next: base"> <div class=md-footer__title> <span class=md-footer__direction> Next </span> <div class=md-ellipsis> base </div> </div> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4Z"/></svg> </div> </a> </nav> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> <div class=md-copyright__highlight> Copyright © 2021-2024 Oleg Polakow. 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