lightning library

lightning is a library for large-scale linear classification, regression and ranking in Python.

Features

Follows the scikit-learn API conventions
Supports natively both dense and sparse data representations
Documentation available
Computationally demanding parts implemented in Cython
Primal coordinate descent
Dual coordinate descent (SDCA, Prox-SDCA)
SGD, AdaGrad, SAG, SAGA, SVRG

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-15

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lightning library

Large-scale linear classification, regression and ranking in Python

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Features

Project Samples

Project Activity

Categories

License

Follow lightning library

User Reviews

Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered