featuretools and open_source_demos
Featuretools is the core automated feature engineering library, while open_source_demos provides practical demonstrations and use cases built on top of it—making them complements where demos depend on and showcase the primary tool.
About featuretools
alteryx/featuretools
An open source python library for automated feature engineering
Implements Deep Feature Synthesis (DFS), an algorithm that automatically generates features from relational, multi-table datasets by applying aggregation and transformation primitives across entity relationships and time windows. Supports distributed computation via Dask for parallel feature generation, extensible primitive libraries (including NLP and premium options), and can handle timestamped transactions to create temporal features.
About open_source_demos
alteryx/open_source_demos
A collection of demos showcasing automated feature engineering and machine learning in diverse use cases
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