featuretools

v0.1.21 May 30, 2018

• Support Pandas 0.23.0 (#153, #154, #155, #159)
• No EntitySet required in loading/saving features (#141)
• Use s3 demo csv with better column names (#139)
• more reasonable start parameter (#149)
• add issue template (#133)
• Improve tests (#136, #137, #144, #147)
• Remove unused functions (#140, #143, #146)
• Update documentation after recent changes / removals (#157)
• Rename demo retail csv file (#148)
• Add names for binary (#142)
• EntitySet repr to use get_name rather than id (#134)
• Ensure config dir is writable (#135)

v0.1.20 Apr 13, 2018

• Improved chunking when calculating feature matrices (#121)
• Primitives as strings in DFS parameters (#129)
• Integer time index bugfixes (#128)
• Add make_temporal_cutoffs utility function (#126)
• Show all entities, switch shape display to row/col (#124)
• fixed num characters nan fix (#118)
• modify ignore_variables docstring (#117)

v0.1.19 Mar 21, 2018

• More descriptive DFS progress bar (#69)
• Convert text variable to string before NumWords (#106)
• EntitySet.concat() reindexes relationships (#96)
• Keep non-feature columns when encoding feature matrix (#111)
• Uses full entity update for dependencies of uses_full_entity features (#110)
• Update column names in retail demo (#104)
• Handle Transform features that need access to all values of entity (#91)

v0.1.18 Feb 27, 2018

• fixes related instances bug (#97)
• Adding non-feature columns to calculated feature matrix (#78)
• Relax numpy version req (#82)
• Remove entity_from_csv, tests, and lint (#71)

v0.1.17 Jan 18, 2018

• LatLong type (#57)
• Last time index fixes (#70)
• Make median agg primitives ignore nans by default (#61)
• Remove Python 3.4 support (#64)
• Change normalize_entity to update secondary_time_index (#59)
• Unpin requirements (#53)
• associative -> commutative (#56)
• Add Words and Chars primitives (#51)

v0.1.16
Dec 19, 2017
* fix EntitySet.combine_variables and standardize encode_features (#47)
* Python 3 compatibility (#16)

Thank you to @joshblum for the work on the Python 3 support in this release.

Changelog
v0.1.15 Dec 18, 2017
* Fix variable type in demo data (#37)
* Custom primitive kwarg fix (#38)
* Changed order and text of arguments in make_trans_primitive docstring (#42)

Changes

• Last time index (#33)
• Update Scipy version to 1.0.0 (#31)

v0.1.13 November 1, 2017
* Add MANIFEST.in #26

v0.1.11 October 31, 2017

• Package linting (#7)
• Custom primitive creation functions (#13)
• Split requirements to separate files and pin to latest versions (#15)
• Select low information features (#18)
• Fix docs typos (#19)
• Fixed Diff primitive for rare nan case (#21)
• added some mising doc strings (#23)
• Trend fix (#22)
• Remove as_dir=False option from EntitySet.to_pickle() (#20)
• Entity Normalization Preserves Types of Copy & Additional Variables (#25)

v0.1.10 October 12, 2017

• NumTrue primitive added and docstring of other primitives updated (#11)
• fixed hash issue with same base features (#8)
• Head fix (#9)
• Fix training window (#10)
• Add associative attribute to primitives (#3)
• Add status badges, fix license in setup.py (#1)
• fixed head printout and flight demo index (#2)

See changelog: https://docs.featuretools.com/v0.1.9/changelog.html