An open source python library for automated feature engineering
BSD-3-CLAUSE License
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Published by rwedge almost 5 years ago
v0.12.0 Oct 31, 2019
Thanks to the following people for contributing to this release:
@ablacke-ayx, @BoopBoopBeepBoop, @jeffzi, @kmax12, @rwedge, @thehomebrewnerd, @twdobson
Published by rwedge about 5 years ago
v0.4.1 Nov 29, 2018
Published by rwedge about 5 years ago
v0.11.0 Sep 30, 2019
Thanks to the following people for contributing to this release: @angela97lin, @chidauri, @christopherbunn, @frances-h, @jeff-hernandez, @kmax12, @MarcoGorelli, @rwedge, @thehomebrewnerd
Published by rwedge about 5 years ago
v0.10.1 Aug 25, 2019
Thanks to the following people for contributing to this release:
@gsheni, @rwedge
Published by rwedge about 5 years ago
v0.10.0 Aug 19, 2019
The next non-bugfix release of Featuretools will not support Python 2
Thanks to the following people for contributing to this release:
@alexjwang, @allisonportis, @ayushpatidar, @CJStadler, @ctduffy, @gsheni, @jeff-hernandez, @jeremyliweishih, @kmax12, @rwedge, @zhxt95
Published by rwedge over 5 years ago
v0.9.1 July 3, 2019
Thanks to the following people for contributing to this release: @CJStadler, @gsheni, @kkleidal, @kmax12, @rwedge
Published by rwedge over 5 years ago
v0.9.0 June 19, 2019
featuretools info
(#525)Thanks to the following people for contributing to this release:
@alexjwang, @allisonportis, @CJStadler, @ctduffy, @gsheni, @kmax12, @rwedge
Published by rwedge over 5 years ago
v0.8.0 May 17, 2019
Thanks to the following people for contributing to this release: @bphi, @CharlesBradshaw, @CJStadler, @glentennis, @gsheni, @kmax12, @rwedge
Published by rwedge over 5 years ago
v0.7.1 Apr 24, 2019
Thanks to the following people for contributing to this release: @bukosabino, @CharlesBradshaw, @glentennis, @gsheni, @jeff-hernandez, @kmax12, @minkvsky, @rwedge, @thehomebrewnerd
Published by rwedge over 5 years ago
v0.7.0 Mar 29, 2019
Thanks to the following people for contributing to this release: @bukosabino, @CharlesBradshaw, @ColCarroll, @glentennis, @grayskripko, @gsheni, @jeff-hernandez, @jrkinley, @kmax12, @RogerTangos, @rwedge
Breaking Changes
ft.dfs
now has a groupby_trans_primitives
parameter that DFS uses to automatically construct features that group by an ID column and then apply a transform primitive to search group. This change applies to the following primitives: CumSum
, CumCount
, CumMean
, CumMin
, and CumMax
.
Previous behavior
.. code-block:: python
ft.dfs(entityset=es,
target_entity='customers',
trans_primitives=["cum_mean"])
New behavior
.. code-block:: python
ft.dfs(entityset=es,
target_entity='customers',
groupby_trans_primitives=["cum_mean"])
Related to the above change, cumulative transform features are now defined using a new feature class, GroupByTransformFeature
.
Previous behavior
.. code-block:: python
ft.Feature([base_feature, groupby_feature], primitive=CumulativePrimitive)
New behavior
.. code-block:: python
ft.Feature(base_feature, groupby=groupby_feature, primitive=CumulativePrimitive)
Summary:
Published by rwedge over 5 years ago
v0.6.1 Feb 15, 2019
Thanks to the following people for contributing to this release: @CharlesBradshaw, @csala, @floscha, @gsheni, @jxwolstenholme, @kmax12, @RogerTangos, @rwedge
Published by rwedge over 5 years ago
v0.6.0 Jan 30, 2018
primitive.get_filepath
and example of primitive loading data from external files (#380)Thanks to the following people for contributing to this release: @floscha, @gsheni, @kmax12, @RogerTangos, @rwedge
Published by kmax12 almost 6 years ago
v0.5.1 Dec 17, 2018
Published by rwedge almost 6 years ago
v0.5.0 Dec 17, 2018
Thanks to the following people for contributing to this release: @bukosabino, @georgewambold, @gsheni, @jeff-hernandez, @kmax12, and @rwedge.
Published by rwedge almost 6 years ago
v0.4.0 Oct 31, 2018
Published by rwedge about 6 years ago
v0.3.1 Sept 28, 2018
is_string
utils function (#260)Published by rwedge about 6 years ago
v0.3.0 Aug 27, 2018
Published by rwedge about 6 years ago
v0.2.2 Aug 20, 2018
variable_types
from normalize entity (#205)Published by rwedge over 6 years ago
v0.2.1 July 2, 2018
Published by rwedge over 6 years ago
v0.2.0 June 22, 2018
cutoff_time
in calculate_feature_matrix
(#165)