An open source python library for automated feature engineering
BSD-3-CLAUSE License
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Published by thehomebrewnerd about 4 years ago
v0.18.1 Aug 12, 2020
EntitySet.plot()
when given a dask entityset (#1086)nlp-primitives[complete]
install for nlp_primitives
extra in setup.py
(#1103)Thanks to the following people for contributing to this release:
@gsheni, @systemshift, @thehomebrewnerd
Published by thehomebrewnerd about 4 years ago
Development release for testing purposes
Published by rwedge about 4 years ago
v0.18.0 July 31, 2020
TimeSince
primitive with all Datetime
types (#1048)main
(#1038)Entity.delete_variables()
(#1064)ft.demo.load_mock_customer
(#1036)Thanks to the following people for contributing to this release: @frances-h, @gsheni, @monti-python, @rwedge, @systemshift, @tamargrey, @thehomebrewnerd, @wsankey
Published by rwedge about 4 years ago
Development release for testing purposes
Published by rwedge over 4 years ago
v0.17.0 June 30, 2020
list_variable_types
and graph_variable_types
for Variable Types (#1013)graph_feature
to generate a feature lineage graph for a given feature (#1032)Feature.get_names
(#1021)pd.Series
and pd.DatetimeIndex
calls from primitives (#1020, #1024)find_variable_types
to Variable utils (#1013)required
flag to CircleCI codecov upload command (#1035)Thanks to the following people for contributing to this release:
@frances-h, @gsheni, @kmax12, @rwedge, @thehomebrewnerd, @tuethan1999
Published by rwedge over 4 years ago
Development release for testing purposes
Published by rwedge over 4 years ago
v0.16.0 June 5, 2020
make_index
when initializing an EntitySet by passing in an entities
dictionary (#1010)NaN
values in LatLong
columns (#1007)Thanks to the following people for contributing to this release:
@Alex-Monahan, @frances-h, @gsheni, @rwedge, @thehomebrewnerd
Published by rwedge over 4 years ago
v0.15.0 May 29, 2020
Enhancements
get_default_aggregation_primitives
and get_default_transform_primitives
(#945)include_cutoff_time
arg - control whether data at cutoff times are included in feature calculations (#959)variables_types
to be referenced by their type_string
entity_from_dataframe
function (#988)Fixes
Variable
classes so that the find_variable_types
function produces aDocumentation Changes
Testing Changes
Thanks to the following people for contributing to this release:
@ctduffy, @frances-h, @gsheni, @jeff-hernandez, @rightx2, @rwedge, @sebrahimi1988, @thehomebrewnerd, @tuethan1999
Breaking Changes
Calls to featuretools.dfs
or featuretools.calculate_feature_matrix
that use a cutoff time
dataframe, but do not label the time column with either the target entity time index variable name or
as time
, will now result in an AttributeError
. Previously, the time column was selected to be the first
column that was not the instance id column. With this update, the position of the column in the dataframe is
no longer used to determine the time column. Now, both instance id columns and time columns in a cutoff time
dataframe can be in any order as long as they are named properly.
The type_string
attributes of all Variable
subclasses are now a snake case conversion of their class names. This
changes the type_string
of the Unknown
, IPAddress
, EmailAddress
, SubRegionCode
, FilePath
, LatLong
, and ZIPcode
classes.
Old saved entitysets that used these variables may load incorrectly.
Published by frances-h over 4 years ago
v0.14.0 Apr 30, 2020
Thanks to the following people for contributing to this release:
@frances-h, @gsheni, @jeff-hernandez, @rwedge
Published by frances-h over 4 years ago
Development release for testing purposes
Published by frances-h over 4 years ago
v0.13.4 Mar 27, 2020
Thanks to the following people for contributing to this release: @frances-h, @FreshLeaf8865, @jeff-hernandez, @rwedge, @thehomebrewnerd
Published by frances-h over 4 years ago
Development release for testing purposes
Published by rwedge over 4 years ago
v0.13.3 Feb 28, 2020
Thanks to the following people for contributing to this release:
@frances-h, @rwedge
Published by rwedge over 4 years ago
Development release for testing purposes
Published by rwedge over 4 years ago
v0.13.2 Jan 31, 2020
Thanks to the following people for contributing to this release:
@frances-h, @rwedge
Published by rwedge over 4 years ago
Test release for development purposes
Published by rwedge almost 5 years ago
v0.13.1 Dec 28, 2019
Thanks to the following people for contributing to this release:
@jeffzi, @kmax12, @rwedge, @systemshift
Published by rwedge almost 5 years ago
Test release for development purposes
Published by rwedge almost 5 years ago
v0.13.0 Nov 30, 2019
Thanks to the following people for contributing to this release:
@frances-h, @jeff-hernandez, @rwedge, @systemshift
Breaking Changes
Published by rwedge almost 5 years ago
Test release for development purposes