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Install
User guide
API
Examples
Learning Materials
Release history
Development
Contributing to skrub
Choose version
GitHub
Discord
Bluesky
X (ex-Twitter)
Section Navigation
Joiner
AggJoiner
MultiAggJoiner
AggTarget
InterpolationJoiner
fuzzy_join
GapEncoder
MinHashEncoder
SimilarityEncoder
DatetimeEncoder
ToCategorical
ToDatetime
StringEncoder
to_datetime
TextEncoder
TableVectorizer
Cleaner
SelectCols
DropCols
DropUninformative
tabular_learner
as_expr
choose_bool
choose_float
choose_from
choose_int
cross_validate
deferred
eval_mode
optional
var
X
y
Expr
skrub.Expr.skb.apply
skrub.Expr.skb.clone
skrub.Expr.skb.concat
skrub.Expr.skb.cross_validate
skrub.Expr.skb.describe_param_grid
skrub.Expr.skb.describe_steps
skrub.Expr.skb.draw_graph
skrub.Expr.skb.drop
skrub.Expr.skb.eval
skrub.Expr.skb.freeze_after_fit
skrub.Expr.skb.full_report
skrub.Expr.skb.get_data
skrub.Expr.skb.get_pipeline
skrub.Expr.skb.get_grid_search
skrub.Expr.skb.get_randomized_search
skrub.Expr.skb.if_else
skrub.Expr.skb.mark_as_X
skrub.Expr.skb.mark_as_y
skrub.Expr.skb.match
skrub.Expr.skb.select
skrub.Expr.skb.set_description
skrub.Expr.skb.set_name
skrub.Expr.skb.train_test_split
skrub.Expr.skb.description
skrub.Expr.skb.is_X
skrub.Expr.skb.is_y
skrub.Expr.skb.name
skrub.Expr.skb.applied_estimator
SkrubPipeline
ParamSearch
all
any_date
boolean
cardinality_below
categorical
cols
Filter
filter
filter_names
float
glob
has_nulls
integer
inv
make_selector
NameFilter
numeric
regex
select
Selector
string
TableReport
patch_display
unpatch_display
column_associations
deduplicate
fetch_bike_sharing
fetch_country_happiness
fetch_credit_fraud
fetch_drug_directory
fetch_employee_salaries
fetch_flight_delays
fetch_ken_embeddings
fetch_ken_table_aliases
fetch_ken_types
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
API
Selector
Selector
#
class
skrub.selectors.
Selector
[source]
#
Methods
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