alteryx/featuretools

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An open source python library for automated feature engineering

Stars: 7.7k
Forks: 915
Open beginner issues: 0
Indexed issues: 151

Dominant language: Python
License: BSD-3-Clause
Last GitHub push: Nov 13, 2024
Latest indexed: Sep 13, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

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151 open issues indexed

Allow Multiple Time Windows Open

alteryx/featuretools#1621 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update categorical_encoding version requirement in Featuretools Open

alteryx/featuretools#1626 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Expand guide on using ColumnSchemas in creating custom primitives Open

documentation

alteryx/featuretools#1637 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Follow Up to Woodwork Integration Open

epic

alteryx/featuretools#1639 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Use partial schema init in EntitySet.normalize_dataframe Open

alteryx/featuretools#1646 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Remove extra if block in calculate_chunk that was added due to Koalas bug Open

alteryx/featuretools#1647 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Featuretools generates stacked features on top of output from multi-output primitives that cause error upon calculation Open

bug

alteryx/featuretools#1650 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Typing info can be lost if user supplies a Woodwork initialized cutoff time dataframe Open

alteryx/featuretools#1667 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
CumMean and CumSum can fail on all null columns Open

alteryx/featuretools#1682 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Spike: Improve Generics for Input Types in Primitives Open

alteryx/featuretools#1686 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Spike: Improve Generics for Return Types in Primitives Open

alteryx/featuretools#1687 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Fix performance regression in calculate_feature_matrix Open

alteryx/featuretools#1698 · 3 comments · 2 reactions · 0 assignees · Indexed Sep 13, 2026
Improve release notes check regex to account for more exotic version names Open

alteryx/featuretools#1706 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Primitives without default parameters in `featuretools.primitives` module break `get_valid_primitives` default code path Open

needs design

alteryx/featuretools#1727 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add tests to confirm effectiveness of special cases in #1731 Open

alteryx/featuretools#1734 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Adding unnamed DataFrames to EntitySets (and have Featuretools generate a name for df) Open

enhancement evalml needs design spike

alteryx/featuretools#1740 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add GeoHash primitive Open

alteryx/featuretools#1776 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Rolling Primitives (mean, max, etc) do not work when cutoff_time is set Open

alteryx/featuretools#1780 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Increase the usage of augmented assignment statements Open

alteryx/featuretools#1792 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
"0 instance ids provided" errors while running feature generation on Spark (Bug?) Open

alteryx/featuretools#1796 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Bearing primitive Open

alteryx/featuretools#1813 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Investigate why test_warning_not_enough_chunks is not covered Open

alteryx/featuretools#1831 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Currency Normalization Primitive Open

new feature

alteryx/featuretools#1849 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Equal primitive evaluates incompatible input types Open

alteryx/featuretools#1851 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Improve Primitive Documentation to include Search, etc. Open

documentation

alteryx/featuretools#1884 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Use polars for primitive calculation for faster feature value generation Open

needs design new feature spike

alteryx/featuretools#1913 · 3 comments · 4 reactions · 0 assignees · Indexed Sep 13, 2026
Interactive EntitySet Viewer Open

alteryx/featuretools#1956 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Handle _check_cutoff_time_type with Woodwork logic Open

alteryx/featuretools#1965 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Determine way to speed up calculate_feature_matrix Open

spike

alteryx/featuretools#1967 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add CI test for python 3.10 and macos-latest Open

alteryx/featuretools#1989 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Enumerate Primitive Type Open

new feature tech debt

alteryx/featuretools#1995 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Cosine Similarity distance for LatLongs Open

alteryx/featuretools#2011 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Vincenty primitive for LatLongs Open

alteryx/featuretools#2012 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Chebyshev distance for LatLongs Open

alteryx/featuretools#2013 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MultiplyBoolean Primitives is a duplicate of And Primitive Open

bug

alteryx/featuretools#2023 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update CFM so that binary comparisons work for Ordinal columns from aggregations Open

alteryx/featuretools#2027 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Improve tests for primitives that use Datetime inputs Open

alteryx/featuretools#2057 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
IsDisposableEmailAddress Open

alteryx/featuretools#2058 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add BoxCox primitive Open

alteryx/featuretools#2070 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Yeo-Johnson primitive Open

alteryx/featuretools#2071 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
DFS fails using Dask EntitySet with categorical index Open

bug

alteryx/featuretools#2085 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add tests that confirm primitive input_types are the expected shapes Open

good first issue

alteryx/featuretools#2086 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Featuretools builds features using index column with Equal and NotEqual primitives Open

bug

alteryx/featuretools#2088 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
EPIC: Refactor `DeepFeatureSynthesis._build_features` Open

enhancement refactor tech debt

alteryx/featuretools#2106 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update FeatureBase getters and setters Open

alteryx/featuretools#2161 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Generate stacked transform features within a single table if max_depth is greater than 1 Open

new feature

alteryx/featuretools#2171 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Spike - Store secondary name for Features Open

new feature

alteryx/featuretools#2175 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Potentially explore having get_function be available as a decorator Open

2.0 wish list

alteryx/featuretools#2180 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update primitives that use datetime inputs to handle timezone aware, timezone naive and date only types properly. Open

alteryx/featuretools#2196 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add method to split EntitySet Open

new feature

alteryx/featuretools#2206 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026

alteryx/featuretools

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