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<!DOCTYPE html>
<html lang="en" data-content_root="./" >
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Index — skrub</title>
<script data-cfasync="false">
document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
</script>
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this give us a css class that will be invisible only if js is disabled
-->
<noscript>
<style>
.pst-js-only { display: none !important; }
</style>
</noscript>
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<script src="_static/jupyterlite_sphinx.js?v=96e329c5"></script>
<script>DOCUMENTATION_OPTIONS.pagename = 'genindex';</script>
<script>
DOCUMENTATION_OPTIONS.theme_version = '0.16.1';
DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.8.0';
DOCUMENTATION_OPTIONS.show_version_warning_banner =
true;
</script>
<script src="_static/scripts/sg_plotly_resize.js?v=a751aa24"></script>
<link rel="canonical" href="https://skrub-data.org/stable/genindex.html" />
<link rel="icon" href="_static/skrub.svg"/>
<link rel="author" title="About these documents" href="about.html" />
<link rel="index" title="Index" href="#" />
<link rel="search" title="Search" href="search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
<meta name="docsearch:version" content="0.8.0" />
</head>
<body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
<div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
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<i class="fa-solid fa-arrow-up"></i>Back to top</button>
<dialog id="pst-search-dialog">
<form class="bd-search d-flex align-items-center"
action="search.html"
method="get">
<i class="fa-solid fa-magnifying-glass"></i>
<input type="search"
class="form-control"
name="q"
placeholder="Search the docs ..."
aria-label="Search the docs ..."
autocomplete="off"
autocorrect="off"
autocapitalize="off"
spellcheck="false"/>
<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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<img src="_static/skrub.svg" class="logo__image only-dark pst-js-only" alt="skrub - Home"/>
</a></div>
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<nav>
<ul class="bd-navbar-elements navbar-nav">
<li class="nav-item ">
<a class="nav-link nav-internal" href="install.html">
Install
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="documentation.html">
User Guide
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="reference/index.html">
API Reference
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="auto_examples/index.html">
Examples
</a>
</li>
<li class="nav-item dropdown">
<button class="btn dropdown-toggle nav-item" type="button"
data-bs-toggle="dropdown" aria-expanded="false"
aria-controls="pst-nav-more-links">
More
</button>
<ul id="pst-nav-more-links" class="dropdown-menu">
<li class=" ">
<a class="nav-link dropdown-item nav-internal" href="learning_materials.html">
Learning Materials
</a>
</li>
<li class=" ">
<a class="nav-link dropdown-item nav-internal" href="CHANGES.html">
Release history
</a>
</li>
<li class=" ">
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Development
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type="button"
class="version-switcher__button btn btn-sm dropdown-toggle"
data-bs-toggle="dropdown"
aria-haspopup="listbox"
aria-controls="pst-version-switcher-list-2"
aria-label="Version switcher list"
>
Choose version <!-- this text may get changed later by javascript -->
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</button></div>
<div class="navbar-item"><ul class="navbar-icon-links"
aria-label="Icon Links">
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<a href="https://github.com/skrub-data/skrub/" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-github fa-lg" aria-hidden="true"></i>
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<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
</button>
</div>
</div>
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<div class="bd-container__inner bd-page-width">
<dialog id="pst-primary-sidebar-modal"></dialog>
<div id="pst-primary-sidebar" class="bd-sidebar-primary bd-sidebar hide-on-wide">
<div class="sidebar-header-items sidebar-primary__section">
<div class="sidebar-header-items__center">
<div class="navbar-item">
<nav>
<ul class="bd-navbar-elements navbar-nav">
<li class="nav-item ">
<a class="nav-link nav-internal" href="install.html">
Install
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="documentation.html">
User Guide
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="reference/index.html">
API Reference
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="auto_examples/index.html">
Examples
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="learning_materials.html">
Learning Materials
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="CHANGES.html">
Release history
</a>
</li>
<li class="nav-item ">
<a class="nav-link nav-internal" href="development.html">
Development
</a>
</li>
</ul>
</nav></div>
</div>
<div class="sidebar-header-items__end">
<div class="navbar-item">
<div class="version-switcher__container dropdown pst-js-only">
<button id="pst-version-switcher-button-3"
type="button"
class="version-switcher__button btn btn-sm dropdown-toggle"
data-bs-toggle="dropdown"
aria-haspopup="listbox"
aria-controls="pst-version-switcher-list-3"
aria-label="Version switcher list"
>
Choose version <!-- this text may get changed later by javascript -->
<span class="caret"></span>
</button>
<div id="pst-version-switcher-list-3"
class="version-switcher__menu dropdown-menu list-group-flush py-0"
role="listbox" aria-labelledby="pst-version-switcher-button-3">
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</div></div>
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<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button pst-js-only" aria-label="Color mode" data-bs-title="Color mode" data-bs-placement="bottom" data-bs-toggle="tooltip">
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</button></div>
<div class="navbar-item"><ul class="navbar-icon-links"
aria-label="Icon Links">
<li class="nav-item">
<a href="https://github.com/skrub-data/skrub/" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-github fa-lg" aria-hidden="true"></i>
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</li>
<li class="nav-item">
<a href="https://x.com/skrub_data" title="X (ex-Twitter)" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-x-twitter fa-lg" aria-hidden="true"></i>
<span class="sr-only">X (ex-Twitter)</span></a>
</li>
</ul></div>
</div>
</div>
<div class="sidebar-primary-items__end sidebar-primary__section">
<div class="sidebar-primary-item">
<div id="ethical-ad-placement"
class="flat"
data-ea-publisher="readthedocs"
data-ea-type="readthedocs-sidebar"
data-ea-manual="true">
</div></div>
</div>
</div>
<main id="main-content" class="bd-main" role="main">
<div class="bd-content">
<div class="bd-article-container">
<div class="bd-header-article d-print-none"></div>
<div id="searchbox"></div>
<article class="bd-article">
<h1 id="index">Index</h1>
<div class="genindex-jumpbox">
<a href="#A"><strong>A</strong></a>
| <a href="#B"><strong>B</strong></a>
| <a href="#C"><strong>C</strong></a>
| <a href="#D"><strong>D</strong></a>
| <a href="#E"><strong>E</strong></a>
| <a href="#F"><strong>F</strong></a>
| <a href="#G"><strong>G</strong></a>
| <a href="#H"><strong>H</strong></a>
| <a href="#I"><strong>I</strong></a>
| <a href="#J"><strong>J</strong></a>
| <a href="#M"><strong>M</strong></a>
| <a href="#N"><strong>N</strong></a>
| <a href="#O"><strong>O</strong></a>
| <a href="#P"><strong>P</strong></a>
| <a href="#R"><strong>R</strong></a>
| <a href="#S"><strong>S</strong></a>
| <a href="#T"><strong>T</strong></a>
| <a href="#U"><strong>U</strong></a>
| <a href="#V"><strong>V</strong></a>
| <a href="#W"><strong>W</strong></a>
| <a href="#X"><strong>X</strong></a>
| <a href="#Y"><strong>Y</strong></a>
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.AggJoiner.html#skrub.AggJoiner">AggJoiner (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.AggTarget.html#skrub.AggTarget">AggTarget (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.selectors.all.html#skrub.selectors.all">all() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.selectors.any_date.html#skrub.selectors.any_date">any_date() (in module skrub.selectors)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.applied_estimator.html#skrub.DataOp.skb.applied_estimator">applied_estimator (skrub.DataOp.skb attribute)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.apply.html#skrub.DataOp.skb.apply">apply() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.apply_func.html#skrub.DataOp.skb.apply_func">apply_func() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.ApplyToCols.html#skrub.ApplyToCols">ApplyToCols (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.as_data_op.html#skrub.as_data_op">as_data_op() (in module skrub)</a>
</li>
</ul></td>
</tr></table>
<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.selectors.boolean.html#skrub.selectors.boolean">boolean() (in module skrub.selectors)</a>
</li>
</ul></td>
</tr></table>
<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.selectors.cardinality_below.html#skrub.selectors.cardinality_below">cardinality_below() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.selectors.categorical.html#skrub.selectors.categorical">categorical() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.choose_bool.html#skrub.choose_bool">choose_bool() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.choose_float.html#skrub.choose_float">choose_float() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.choose_from.html#skrub.choose_from">choose_from() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.choose_int.html#skrub.choose_int">choose_int() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.Cleaner.html#skrub.Cleaner">Cleaner (class in skrub)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.clone.html#skrub.DataOp.skb.clone">clone() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.selectors.cols.html#skrub.selectors.cols">cols() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.column_associations.html#skrub.column_associations">column_associations() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.concat.html#skrub.DataOp.skb.concat">concat() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.config_context.html#skrub.config_context">config_context() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.cross_validate.html#skrub.cross_validate">cross_validate() (in module skrub)</a>
<ul>
<li><a href="reference/generated/skrub.DataOp.skb.cross_validate.html#skrub.DataOp.skb.cross_validate">(skrub.DataOp.skb method)</a>
</li>
</ul></li>
</ul></td>
</tr></table>
<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.html#skrub.DataOp">DataOp (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder">DatetimeEncoder (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.deduplicate.html#skrub.deduplicate">deduplicate() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.deferred.html#skrub.deferred">deferred() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.describe_defaults.html#skrub.DataOp.skb.describe_defaults">describe_defaults() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.describe_param_grid.html#skrub.DataOp.skb.describe_param_grid">describe_param_grid() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.SkrubLearner.html#skrub.SkrubLearner.describe_params">describe_params() (skrub.SkrubLearner method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.describe_steps.html#skrub.DataOp.skb.describe_steps">describe_steps() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.description.html#skrub.DataOp.skb.description">description (skrub.DataOp.skb attribute)</a>
</li>
<li><a href="reference/generated/skrub.OptunaParamSearch.html#skrub.OptunaParamSearch.detailed_results_">detailed_results_ (skrub.OptunaParamSearch property)</a>
<ul>
<li><a href="reference/generated/skrub.ParamSearch.html#skrub.ParamSearch.detailed_results_">(skrub.ParamSearch property)</a>
</li>
</ul></li>
<li><a href="reference/generated/skrub.DataOp.skb.draw_graph.html#skrub.DataOp.skb.draw_graph">draw_graph() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.drop.html#skrub.DataOp.skb.drop">drop() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DropCols.html#skrub.DropCols">DropCols (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.DropUninformative.html#skrub.DropUninformative">DropUninformative (class in skrub)</a>
</li>
</ul></td>
</tr></table>
<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.eval.html#skrub.DataOp.skb.eval">eval() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.eval_mode.html#skrub.eval_mode">eval_mode() (in module skrub)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.selectors.Selector.html#skrub.selectors.Selector.expand">expand() (skrub.selectors.Selector method)</a>
</li>
<li><a href="reference/generated/skrub.selectors.Selector.html#skrub.selectors.Selector.expand_index">expand_index() (skrub.selectors.Selector method)</a>
</li>
</ul></td>
</tr></table>
<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.datasets.fetch_bike_sharing.html#skrub.datasets.fetch_bike_sharing">fetch_bike_sharing() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_california_housing.html#skrub.datasets.fetch_california_housing">fetch_california_housing() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_country_happiness.html#skrub.datasets.fetch_country_happiness">fetch_country_happiness() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_credit_fraud.html#skrub.datasets.fetch_credit_fraud">fetch_credit_fraud() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_drug_directory.html#skrub.datasets.fetch_drug_directory">fetch_drug_directory() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_employee_salaries.html#skrub.datasets.fetch_employee_salaries">fetch_employee_salaries() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_flight_delays.html#skrub.datasets.fetch_flight_delays">fetch_flight_delays() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_medical_charge.html#skrub.datasets.fetch_medical_charge">fetch_medical_charge() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_midwest_survey.html#skrub.datasets.fetch_midwest_survey">fetch_midwest_survey() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_movielens.html#skrub.datasets.fetch_movielens">fetch_movielens() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_open_payments.html#skrub.datasets.fetch_open_payments">fetch_open_payments() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_toxicity.html#skrub.datasets.fetch_toxicity">fetch_toxicity() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_traffic_violations.html#skrub.datasets.fetch_traffic_violations">fetch_traffic_violations() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.datasets.fetch_videogame_sales.html#skrub.datasets.fetch_videogame_sales">fetch_videogame_sales() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.selectors.filter.html#skrub.selectors.filter">filter() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.selectors.filter_names.html#skrub.selectors.filter_names">filter_names() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.SkrubLearner.html#skrub.SkrubLearner.find_fitted_estimator">find_fitted_estimator() (skrub.SkrubLearner method)</a>
</li>
<li><a href="reference/generated/skrub.AggJoiner.html#skrub.AggJoiner.fit">fit() (skrub.AggJoiner method)</a>
<ul>
<li><a href="reference/generated/skrub.AggTarget.html#skrub.AggTarget.fit">(skrub.AggTarget method)</a>
</li>
<li><a href="reference/generated/skrub.ApplyToCols.html#skrub.ApplyToCols.fit">(skrub.ApplyToCols method)</a>
</li>
<li><a href="reference/generated/skrub.Cleaner.html#skrub.Cleaner.fit">(skrub.Cleaner method)</a>
</li>
<li><a href="reference/generated/skrub.core.SingleColumnTransformer.html#skrub.core.SingleColumnTransformer.fit">(skrub.core.SingleColumnTransformer method)</a>
</li>
<li><a href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder.fit">(skrub.DatetimeEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.DropCols.html#skrub.DropCols.fit">(skrub.DropCols method)</a>
</li>
<li><a href="reference/generated/skrub.DropUninformative.html#skrub.DropUninformative.fit">(skrub.DropUninformative method)</a>
</li>
<li><a href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder.fit">(skrub.GapEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner.fit">(skrub.InterpolationJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.Joiner.html#skrub.Joiner.fit">(skrub.Joiner method)</a>
</li>
<li><a href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder.fit">(skrub.MinHashEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.MultiAggJoiner.html#skrub.MultiAggJoiner.fit">(skrub.MultiAggJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.SelectCols.html#skrub.SelectCols.fit">(skrub.SelectCols method)</a>
</li>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.fit">(skrub.SimilarityEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.SquashingScaler.html#skrub.SquashingScaler.fit">(skrub.SquashingScaler method)</a>
</li>
<li><a href="reference/generated/skrub.StringEncoder.html#skrub.StringEncoder.fit">(skrub.StringEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer.fit">(skrub.TableVectorizer method)</a>
</li>
<li><a href="reference/generated/skrub.TextEncoder.html#skrub.TextEncoder.fit">(skrub.TextEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.ToCategorical.html#skrub.ToCategorical.fit">(skrub.ToCategorical method)</a>
</li>
<li><a href="reference/generated/skrub.ToDatetime.html#skrub.ToDatetime.fit">(skrub.ToDatetime method)</a>
</li>
<li><a href="reference/generated/skrub.ToFloat.html#skrub.ToFloat.fit">(skrub.ToFloat method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.AggJoiner.html#skrub.AggJoiner.fit_transform">fit_transform() (skrub.AggJoiner method)</a>
<ul>
<li><a href="reference/generated/skrub.AggTarget.html#skrub.AggTarget.fit_transform">(skrub.AggTarget method)</a>
</li>
<li><a href="reference/generated/skrub.ApplyToCols.html#skrub.ApplyToCols.fit_transform">(skrub.ApplyToCols method)</a>
</li>
<li><a href="reference/generated/skrub.Cleaner.html#skrub.Cleaner.fit_transform">(skrub.Cleaner method)</a>
</li>
<li><a href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder.fit_transform">(skrub.DatetimeEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.DropCols.html#skrub.DropCols.fit_transform">(skrub.DropCols method)</a>
</li>
<li><a href="reference/generated/skrub.DropUninformative.html#skrub.DropUninformative.fit_transform">(skrub.DropUninformative method)</a>
</li>
<li><a href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder.fit_transform">(skrub.GapEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner.fit_transform">(skrub.InterpolationJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.Joiner.html#skrub.Joiner.fit_transform">(skrub.Joiner method)</a>
</li>
<li><a href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder.fit_transform">(skrub.MinHashEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.MultiAggJoiner.html#skrub.MultiAggJoiner.fit_transform">(skrub.MultiAggJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.SelectCols.html#skrub.SelectCols.fit_transform">(skrub.SelectCols method)</a>
</li>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.fit_transform">(skrub.SimilarityEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.SquashingScaler.html#skrub.SquashingScaler.fit_transform">(skrub.SquashingScaler method)</a>
</li>
<li><a href="reference/generated/skrub.StringEncoder.html#skrub.StringEncoder.fit_transform">(skrub.StringEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer.fit_transform">(skrub.TableVectorizer method)</a>
</li>
<li><a href="reference/generated/skrub.TextEncoder.html#skrub.TextEncoder.fit_transform">(skrub.TextEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.ToCategorical.html#skrub.ToCategorical.fit_transform">(skrub.ToCategorical method)</a>
</li>
<li><a href="reference/generated/skrub.ToDatetime.html#skrub.ToDatetime.fit_transform">(skrub.ToDatetime method)</a>
</li>
<li><a href="reference/generated/skrub.ToFloat.html#skrub.ToFloat.fit_transform">(skrub.ToFloat method)</a>
</li>
</ul></li>
<li><a href="reference/generated/skrub.selectors.float.html#skrub.selectors.float">float() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.freeze_after_fit.html#skrub.DataOp.skb.freeze_after_fit">freeze_after_fit() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.full_report.html#skrub.DataOp.skb.full_report">full_report() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join">fuzzy_join() (in module skrub)</a>
</li>
</ul></td>
</tr></table>
<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder">GapEncoder (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.get_config.html#skrub.get_config">get_config() (in module skrub)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.get_data.html#skrub.DataOp.skb.get_data">get_data() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.datasets.get_data_dir.html#skrub.datasets.get_data_dir">get_data_dir() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.AggJoiner.html#skrub.AggJoiner.get_feature_names_out">get_feature_names_out() (skrub.AggJoiner method)</a>
<ul>
<li><a href="reference/generated/skrub.AggTarget.html#skrub.AggTarget.get_feature_names_out">(skrub.AggTarget method)</a>
</li>
<li><a href="reference/generated/skrub.ApplyToCols.html#skrub.ApplyToCols.get_feature_names_out">(skrub.ApplyToCols method)</a>
</li>
<li><a href="reference/generated/skrub.Cleaner.html#skrub.Cleaner.get_feature_names_out">(skrub.Cleaner method)</a>
</li>
<li><a href="reference/generated/skrub.core.SingleColumnTransformer.html#skrub.core.SingleColumnTransformer.get_feature_names_out">(skrub.core.SingleColumnTransformer method)</a>
</li>
<li><a href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder.get_feature_names_out">(skrub.DatetimeEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.DropCols.html#skrub.DropCols.get_feature_names_out">(skrub.DropCols method)</a>
</li>
<li><a href="reference/generated/skrub.DropUninformative.html#skrub.DropUninformative.get_feature_names_out">(skrub.DropUninformative method)</a>
</li>
<li><a href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder.get_feature_names_out">(skrub.GapEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder.get_feature_names_out">(skrub.MinHashEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.SelectCols.html#skrub.SelectCols.get_feature_names_out">(skrub.SelectCols method)</a>
</li>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.get_feature_names_out">(skrub.SimilarityEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.SquashingScaler.html#skrub.SquashingScaler.get_feature_names_out">(skrub.SquashingScaler method)</a>
</li>
<li><a href="reference/generated/skrub.StringEncoder.html#skrub.StringEncoder.get_feature_names_out">(skrub.StringEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer.get_feature_names_out">(skrub.TableVectorizer method)</a>
</li>
<li><a href="reference/generated/skrub.TextEncoder.html#skrub.TextEncoder.get_feature_names_out">(skrub.TextEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.ToCategorical.html#skrub.ToCategorical.get_feature_names_out">(skrub.ToCategorical method)</a>
</li>
<li><a href="reference/generated/skrub.ToDatetime.html#skrub.ToDatetime.get_feature_names_out">(skrub.ToDatetime method)</a>
</li>
<li><a href="reference/generated/skrub.ToFloat.html#skrub.ToFloat.get_feature_names_out">(skrub.ToFloat method)</a>
</li>
</ul></li>
<li><a href="reference/generated/skrub.AggJoiner.html#skrub.AggJoiner.get_params">get_params() (skrub.AggJoiner method)</a>
<ul>
<li><a href="reference/generated/skrub.AggTarget.html#skrub.AggTarget.get_params">(skrub.AggTarget method)</a>
</li>
<li><a href="reference/generated/skrub.ApplyToCols.html#skrub.ApplyToCols.get_params">(skrub.ApplyToCols method)</a>
</li>
<li><a href="reference/generated/skrub.Cleaner.html#skrub.Cleaner.get_params">(skrub.Cleaner method)</a>
</li>
<li><a href="reference/generated/skrub.core.SingleColumnTransformer.html#skrub.core.SingleColumnTransformer.get_params">(skrub.core.SingleColumnTransformer method)</a>
</li>
<li><a href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder.get_params">(skrub.DatetimeEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.DropCols.html#skrub.DropCols.get_params">(skrub.DropCols method)</a>
</li>
<li><a href="reference/generated/skrub.DropUninformative.html#skrub.DropUninformative.get_params">(skrub.DropUninformative method)</a>
</li>
<li><a href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder.get_params">(skrub.GapEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner.get_params">(skrub.InterpolationJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.Joiner.html#skrub.Joiner.get_params">(skrub.Joiner method)</a>
</li>
<li><a href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder.get_params">(skrub.MinHashEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.MultiAggJoiner.html#skrub.MultiAggJoiner.get_params">(skrub.MultiAggJoiner method)</a>
</li>
<li><a href="reference/generated/skrub.OptunaParamSearch.html#skrub.OptunaParamSearch.get_params">(skrub.OptunaParamSearch method)</a>
</li>
<li><a href="reference/generated/skrub.ParamSearch.html#skrub.ParamSearch.get_params">(skrub.ParamSearch method)</a>
</li>
<li><a href="reference/generated/skrub.SelectCols.html#skrub.SelectCols.get_params">(skrub.SelectCols method)</a>
</li>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.get_params">(skrub.SimilarityEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.SkrubLearner.html#skrub.SkrubLearner.get_params">(skrub.SkrubLearner method)</a>
</li>
<li><a href="reference/generated/skrub.SquashingScaler.html#skrub.SquashingScaler.get_params">(skrub.SquashingScaler method)</a>
</li>
<li><a href="reference/generated/skrub.StringEncoder.html#skrub.StringEncoder.get_params">(skrub.StringEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer.get_params">(skrub.TableVectorizer method)</a>
</li>
<li><a href="reference/generated/skrub.TextEncoder.html#skrub.TextEncoder.get_params">(skrub.TextEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.ToCategorical.html#skrub.ToCategorical.get_params">(skrub.ToCategorical method)</a>
</li>
<li><a href="reference/generated/skrub.ToDatetime.html#skrub.ToDatetime.get_params">(skrub.ToDatetime method)</a>
</li>
<li><a href="reference/generated/skrub.ToFloat.html#skrub.ToFloat.get_params">(skrub.ToFloat method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.get_vars.html#skrub.DataOp.skb.get_vars">get_vars() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.selectors.glob.html#skrub.selectors.glob">glob() (in module skrub.selectors)</a>
</li>
</ul></td>
</tr></table>
<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.selectors.has_nulls.html#skrub.selectors.has_nulls">has_nulls() (in module skrub.selectors)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.TableReport.html#skrub.TableReport.html">html() (skrub.TableReport method)</a>
</li>
<li><a href="reference/generated/skrub.TableReport.html#skrub.TableReport.html_snippet">html_snippet() (skrub.TableReport method)</a>
</li>
</ul></td>
</tr></table>
<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.DataOp.skb.if_else.html#skrub.DataOp.skb.if_else">if_else() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.infrequent_categories_">infrequent_categories_ (skrub.SimilarityEncoder property)</a>
</li>
<li><a href="reference/generated/skrub.selectors.integer.html#skrub.selectors.integer">integer() (in module skrub.selectors)</a>
</li>
<li><a href="reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner">InterpolationJoiner (class in skrub)</a>
</li>
<li><a href="reference/generated/skrub.selectors.inv.html#skrub.selectors.inv">inv() (in module skrub.selectors)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.SimilarityEncoder.html#skrub.SimilarityEncoder.inverse_transform">inverse_transform() (skrub.SimilarityEncoder method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.is_X.html#skrub.DataOp.skb.is_X">is_X (skrub.DataOp.skb attribute)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.is_y.html#skrub.DataOp.skb.is_y">is_y (skrub.DataOp.skb attribute)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.iter_cv_splits.html#skrub.DataOp.skb.iter_cv_splits">iter_cv_splits() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.iter_learners_grid.html#skrub.DataOp.skb.iter_learners_grid">iter_learners_grid() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.iter_learners_randomized.html#skrub.DataOp.skb.iter_learners_randomized">iter_learners_randomized() (skrub.DataOp.skb method)</a>
</li>
</ul></td>
</tr></table>
<h2 id="J">J</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.Joiner.html#skrub.Joiner">Joiner (class in skrub)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.TableReport.html#skrub.TableReport.json">json() (skrub.TableReport method)</a>
</li>
</ul></td>
</tr></table>
<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/generated/skrub.datasets.make_deduplication_data.html#skrub.datasets.make_deduplication_data">make_deduplication_data() (in module skrub.datasets)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.make_grid_search.html#skrub.DataOp.skb.make_grid_search">make_grid_search() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.make_learner.html#skrub.DataOp.skb.make_learner">make_learner() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.DataOp.skb.make_randomized_search.html#skrub.DataOp.skb.make_randomized_search">make_randomized_search() (skrub.DataOp.skb method)</a>
</li>
<li><a href="reference/generated/skrub.selectors.make_selector.html#skrub.selectors.make_selector">make_selector() (in module skrub.selectors)</a>
</li>
</ul></td>