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API reference
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This page lists all available functions and classes of `skrub`.

.. currentmodule:: skrub

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   <h2>Joining tables</h2>

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   :template: function.rst
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   :caption: Joining tables

   fuzzy_join

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   :template: class.rst
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   Joiner
   AggJoiner
   MultiAggJoiner
   AggTarget


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   InterpolationJoiner

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   <h2>Column selection in a pipeline</h2>

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   :caption: Column selection in a pipeline

   SelectCols
   DropCols


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   <h2>Vectorizing a dataframe</h2>

.. autosummary::
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   :template: class.rst
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   :caption: Vectorizing a dataframe

   TableVectorizer

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   :caption: Easily creating a learning pipeline for tabular data

   tabular_learner


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   <h2>Dirty category encoders</h2>

.. autosummary::
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   :template: class.rst
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   :caption: Dirty category encoders

   GapEncoder
   MinHashEncoder
   SimilarityEncoder
   ToCategorical

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   <h2>Dealing with dates</h2>

.. autosummary::
   :toctree: generated/
   :template: class.rst
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   :caption: Other encoders

   DatetimeEncoder

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   :caption: Converting datetime columns in a table

   ToDatetime


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   to_datetime

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   <h2>Deduplication: merging variants of the same entry</h2>

.. autosummary::
   :toctree: generated/
   :template: function.rst
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   :caption: Deduplication: merging variants of the same entry

   deduplicate

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   <h2>Data download and generation</h2>

.. autosummary::
   :toctree: generated/
   :template: function.rst
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   :caption: Data download and generation

   datasets.fetch_employee_salaries
   datasets.fetch_medical_charge
   datasets.fetch_midwest_survey
   datasets.fetch_open_payments
   datasets.fetch_road_safety
   datasets.fetch_traffic_violations
   datasets.fetch_drug_directory
   datasets.fetch_world_bank_indicator
   datasets.fetch_movielens
   datasets.fetch_ken_table_aliases
   datasets.fetch_ken_types
   datasets.fetch_ken_embeddings
   datasets.make_deduplication_data