koaning/scikit-lego
Extra blocks for scikit-learn pipelines.
This project offers extra tools to enhance your data analysis and machine learning workflows. It takes your raw datasets and helps you preprocess them, build more complex models, and evaluate their performance with specialized metrics. Data scientists, machine learning engineers, and analysts who build predictive models will find these tools useful.
1,383 stars. Used by 1 other package. Available on PyPI.
Use this if you are a data professional building machine learning models and need additional data transformers, estimators, or evaluation metrics not found in standard libraries, especially for tasks like fairness-aware modeling or time series feature engineering.
Not ideal if you are looking for a standalone machine learning framework, a tool for basic data manipulation, or if you prefer a low-code/no-code solution.
Stars
1,383
Forks
124
Language
Python
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
Dependencies
4
Reverse dependents
1
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