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

Update `remove_highly_correlated_features` method Open

alteryx/featuretools#2207 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
And Primitive has unnecessary inputs Open

bug refactor tech debt

alteryx/featuretools#2214 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Epic: cuDF support in Featuretools and Woodwork Open

epic

alteryx/featuretools#2222 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Generate features on multi time series Open

new feature

alteryx/featuretools#2236 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Remove primitive.name attribute Open

2.0 wish list

alteryx/featuretools#2240 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
No info on how to set logging to debug. Open

documentation

alteryx/featuretools#2250 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Only use feature caching in an EntitySet with multiple dataframes Open

alteryx/featuretools#2256 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Ideas for reintroducing `fill_value` to Lag primitive Open

time series

alteryx/featuretools#2266 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
`featuretools_sql` should have working documentation in jupyter notebook Open

documentation

alteryx/featuretools#2268 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Be consistent in primitives names (Num vs Number) Open

2.0 wish list

alteryx/featuretools#2338 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Expand methods of outlier detection in `RollingOutlierCount` Open

enhancement time series

alteryx/featuretools#2342 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add Primitive attribute to indicate importance of ordering Open

alteryx/featuretools#2355 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add support for running DFS using multiprocessing Open

2.0 wish list

alteryx/featuretools#2361 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Revert changes for local docs build once related sphinx issue is closed Open

documentation good first issue

alteryx/featuretools#2368 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
ValueError: Sample larger than population or is negative, and then Fatal Python error Open

alteryx/featuretools#2370 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add common log transform primitive Open

new feature

alteryx/featuretools#2392 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Refactor computation of primitive lists in `DeepFeatureSynthesis` `__init__` Open

enhancement refactor tech debt

alteryx/featuretools#2399 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add support for BooleanNullable for MaxConsecutiveFalse and MaxConsecutiveTrue Open

enhancement

alteryx/featuretools#2421 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add support for IntegerNullable for MaxConsecutiveNegatives, MaxConsecutivePositives, MaxConsecutiveZeros Open

enhancement

alteryx/featuretools#2422 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Fix warnings encountered during unit tests Open

alteryx/featuretools#2427 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Consider adding new scalar comparison primitives for Datetime and Ordinal column types Open

alteryx/featuretools#2435 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Update looking glass reports name to be more unique Open

alteryx/featuretools#2443 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Integration with sklearn-evaluation Open

new feature

alteryx/featuretools#2449 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
fix dfs warnings in get_recommended_primitives Open

alteryx/featuretools#2453 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add AgeToDesignation primitive Open

alteryx/featuretools#2458 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
`feature.copy()` doesn't retain manually created name Open

bug

alteryx/featuretools#2465 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add `logical_xor` primitive Open

new feature

alteryx/featuretools#2473 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Spike: Explore Folding New DFS Algo Into Current Implementation Open

alteryx/featuretools#2489 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Calculate feature matrix can fail when comparing categorical columns with different categories using Equal and NotEqual primitives Open

bug

alteryx/featuretools#2495 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Broken link on www.featuretools.com Open

alteryx/featuretools#2524 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add `description_template` to all primitives that don't have one Open

alteryx/featuretools#2530 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Investigate InputTypes for MultiplyNumericBoolean Open

alteryx/featuretools#2559 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
LessThanEqual and Others broken for Categoricals Open

bug

alteryx/featuretools#2566 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Labeling function to get a good mix of positive/negative labels. Open

alteryx/featuretools#2577 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
save_features() Object of type Categorical is not JSON serializable Open

alteryx/featuretools#2600 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
multiple join keys Open

alteryx/featuretools#2617 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
percent_change fails on top of aggregation primitives Open

bug

alteryx/featuretools#2634 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Datetime Variables as Cyclical Features Open

new feature

alteryx/featuretools#2643 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Potential performance Issue: Slow read_csv() Function with pandas below 2.0.1 Open

alteryx/featuretools#2690 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
How to use featuretools at the test time? It seems featuretools' feature definitions do not store train time statistics to accurately apply primitives like 'PERCENTILE' at the test time Open

alteryx/featuretools#2697 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
How can we handle few missing time indices in featuretools? Even one missing timestamp in the time index leads to all time based features being null Open

bug

alteryx/featuretools#2700 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Investigate and Resolve Warnings Open

alteryx/featuretools#2721 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 13, 2026
Codecov reports are not being posted to pull requests Open

alteryx/featuretools#2724 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
distributed.worker - WARNING - Could not find data Open

alteryx/featuretools#2733 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
getting lots of warnings at import Open

alteryx/featuretools#2734 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
pandas.Series.nunique.__name__ changes after running dfs Open

alteryx/featuretools#2752 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Is it possible to support azure Synapse as SQL dialect Open

new feature

alteryx/featuretools#2755 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
how to add a dataframe that rows are valid for a period of time with featuretools Open

alteryx/featuretools#2756 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Please update the link in the repo to https://featuretools.alteryx.com/en/stable/ Open

bug

alteryx/featuretools#2765 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
DFS with n_jobs > 1 fails Open

bug

alteryx/featuretools#2767 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026

alteryx/featuretools

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