Data Science
378 items from krzjoa/awesome-python-data-science ★3,613
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GreatX github.com
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
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sigopt_sklearn github.com
SigOpt wrappers for scikit-learn methods.
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liquidSVM github.com
An implementation of SVMs.
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few github.com
A feature engineering wrapper for sklearn.
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TensorLight github.com
A high-level framework for TensorFlow.
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Catalyst-RL github.com
PyTorch framework for RL research.
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Contrastive Explanation github.com
Contrastive Explanation (Foil Trees).
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Auralisation github.com
Auralisation of learned features in CNN (for audio).
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skl-groups github.com
A scikit-learn addon to operate on set/"group"-based features.
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xpandas github.com
Universal 1d/2d data containers with Transformers .functionality for data analysis by The Alan Turing Institute.
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dirty_cat github.com
Machine learning on dirty tabular data (especially: string-based variables for classifcation and regression).
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pyMorfologik github.com
Python binding for Morfologik.
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sklearn-evaluation github.com
Model evaluation made easy: plots, tables, and markdown reports.
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sk-transformer github.com
A collection of various pandas & scikit-learn compatible transformers for all kinds of preprocessing and feature engineering steps
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FlashLight github.com
Visualization Tool for your NeuralNetwork.
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Skater github.com
Python Library for Model Interpretation.
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imgaug_extension github.com
Additional augmentations for imgaug.
