An open source python library for automated feature engineering
BSD-3-CLAUSE License
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Published by jeff-hernandez over 3 years ago
Development release for testing purposes
Published by rwedge over 3 years ago
Thanks to the following people for contributing to this release:
@gsheni, @rwedge, @thehomebrewnerd
Published by rwedge over 3 years ago
Development release for testing purposes
Published by rwedge over 3 years ago
v0.23.3 Mar 31, 2021
Thanks to the following people for contributing to this release:
@gsheni, @rwedge, @thehomebrewnerd
Published by rwedge over 3 years ago
Development release for testing purposes
Published by rwedge over 3 years ago
Development release for testing purposes
Published by gsheni over 3 years ago
v0.23.2 Feb 26, 2021
⚠️ The next non-bugfix release of Featuretools will not support Python 3.6
list_primitives
function returns valid input types and the return type (#1341)Thanks to the following people for contributing to this release:
@gsheni, @jeff-hernandez, @rwedge
Published by gsheni over 3 years ago
Development release for testing purposes
Published by rwedge over 3 years ago
v0.23.1 Jan 29, 2021
EntitySet.__eq__
and Entity.__eq__
(#1323)Thanks to the following people for contributing to this release:
@gsheni, @jeff-hernandez, @rwedge, @seriallazer, @thehomebrewnerd
Published by rwedge over 3 years ago
Test release for development purposes
Published by rwedge almost 4 years ago
v0.23.0 Dec 31, 2020
calculate_feature_matrix
(#1290)query_by_values
method from Entity
to EntitySet
(#1251)_handle_time
method from Entity
to EntitySet
(#1276)ravel
to resolve unexpected warning with pandas 1.2.0 (#1286)Thanks to the following people for contributing to this release:
@gsheni, @jeff-hernandez, @rwedge, @thehomebrewnerd
Breaking Changes
Entity.query_by_values
has been removed and replaced by EntitySet.query_by_values
with anentity_id
parameter to specify which entity in the entityset should be used for the query.Published by rwedge almost 4 years ago
Developmental release for testing purposes
Published by rwedge almost 4 years ago
v0.22.0 Nov 30, 2020
Thanks to the following people for contributing to this release:
@frances-h, @gsheni, @jeff-hernandez, @kmax12, @rwedge, @thehomebrewnerd
Published by rwedge almost 4 years ago
"Development release for testing purposes"
Published by jeff-hernandez almost 4 years ago
v0.21.0 Oct 30, 2020
describe_feature
to generate an English language feature description for a given feature (#1201)EntitySet.add_last_time_indexes
to work with Koalas 1.3.0 (#1192, #1202)pyspark
and koalas
to automated dependency checks (#1191)Thanks to the following people for contributing to this release:
@frances-h, @gsheni, @jeff-hernandez, @rwedge, @tamargrey, @thehomebrewnerd
Published by jeff-hernandez almost 4 years ago
Development release for testing purposes
Published by tuethan1999 about 4 years ago
v0.20.0 Sep 30, 2020
The Text variable type has been deprecated and been replaced with the NaturalLanguage variable type. The Text variable type will be removed in a future release.
Thanks to the following people for contributing to this release:
@gsheni , @rwedge , @tamargrey, @tuethan1999
Published by tuethan1999 about 4 years ago
"Development release for testing purposes"
Published by tamargrey about 4 years ago
v0.19.0 Sept 8, 2020
encode_features
converting excluded feature columns to a numeric dtype (#1123 )dfs
to get consistent ordering of features* (#1119 )*When passing multiple instances of a primitive built with make_trans_primitive
or maxe_agg_primitive
, those instances must have the same relative order when passed
to dfs
to ensure a consistent ordering of features.
Thanks to the following people for contributing to this release:
@frances-h, @gsheni, @rwedge, @tamargrey, @thehomebrewnerd, @tuethan1999
Breaking Changes
ft.dfs
will no longer build features from Transform primitives where oneft.dfs
only possible ifseed_features
.Published by tamargrey about 4 years ago
Development release for testing purposes