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

Project Samples

lightning library Screenshot 1

Project Activity

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Categories

Machine Learning

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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