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  • Install
  • User Guide
  • API Reference
  • Examples
  • Learning Materials
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Section Navigation

  • pipeline
    • tabular_pipeline
    • TableVectorizer
    • ApplyToCols
    • SelectCols
    • DropCols
  • encoders
    • StringEncoder
    • TextEncoder
    • MinHashEncoder
    • GapEncoder
    • SimilarityEncoder
    • ToCategorical
    • DatetimeEncoder
    • ToDatetime
    • ToFloat
  • reporting
    • TableReport
    • patch_display
    • unpatch_display
    • column_associations
  • cleaning
    • SquashingScaler
    • deduplicate
    • Cleaner
    • DropUninformative
    • to_datetime
  • joining
    • Joiner
    • AggJoiner
    • MultiAggJoiner
    • AggTarget
    • InterpolationJoiner
    • fuzzy_join
  • selectors
    • Selector
    • all
    • any_date
    • boolean
    • cardinality_below
    • categorical
    • cols
    • filter
    • filter_names
    • float
    • glob
    • has_nulls
    • integer
    • inv
    • make_selector
    • numeric
    • regex
    • select
    • string
  • data_ops
    • var
    • X
    • y
    • as_data_op
    • deferred
    • DataOp
    • choose_bool
    • choose_float
    • choose_int
    • choose_from
    • optional
    • cross_validate
    • eval_mode
    • skrub.DataOp.skb.apply
    • skrub.DataOp.skb.apply_func
    • skrub.DataOp.skb.clone
    • skrub.DataOp.skb.concat
    • skrub.DataOp.skb.cross_validate
    • skrub.DataOp.skb.describe_defaults
    • skrub.DataOp.skb.describe_param_grid
    • skrub.DataOp.skb.describe_steps
    • skrub.DataOp.skb.draw_graph
    • skrub.DataOp.skb.drop
    • skrub.DataOp.skb.eval
    • skrub.DataOp.skb.freeze_after_fit
    • skrub.DataOp.skb.full_report
    • skrub.DataOp.skb.get_data
    • skrub.DataOp.skb.get_vars
    • skrub.DataOp.skb.make_learner
    • skrub.DataOp.skb.make_grid_search
    • skrub.DataOp.skb.make_randomized_search
    • skrub.DataOp.skb.if_else
    • skrub.DataOp.skb.iter_cv_splits
    • skrub.DataOp.skb.iter_learners_grid
    • skrub.DataOp.skb.iter_learners_randomized
    • skrub.DataOp.skb.mark_as_X
    • skrub.DataOp.skb.mark_as_y
    • skrub.DataOp.skb.match
    • skrub.DataOp.skb.preview
    • skrub.DataOp.skb.select
    • skrub.DataOp.skb.set_description
    • skrub.DataOp.skb.set_name
    • skrub.DataOp.skb.subsample
    • skrub.DataOp.skb.train_test_split
    • skrub.DataOp.skb.description
    • skrub.DataOp.skb.is_X
    • skrub.DataOp.skb.is_y
    • skrub.DataOp.skb.name
    • skrub.DataOp.skb.applied_estimator
    • SkrubLearner
    • ParamSearch
    • OptunaParamSearch
  • advanced
    • SingleColumnTransformer
    • RejectColumn
  • config
    • get_config
    • set_config
    • config_context
  • datasets
    • fetch_bike_sharing
    • fetch_california_housing
    • fetch_country_happiness
    • fetch_credit_fraud
    • fetch_drug_directory
    • fetch_employee_salaries
    • fetch_flight_delays
    • fetch_medical_charge
    • fetch_midwest_survey
    • fetch_movielens
    • fetch_open_payments
    • fetch_toxicity
    • fetch_traffic_violations
    • fetch_videogame_sales
    • get_data_dir
    • make_deduplication_data
    • toy_orders
  • API Reference
  • advanced

Advanced topics#

core.SingleColumnTransformer

Base class for single-column transformers.

core.RejectColumn

Used by single-column transformers to indicate they do not apply to a column.

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OptunaParamSearch

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SingleColumnTransformer
Financial support from inria and :probabl.

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