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
Categories
Machine LearningLicense
MIT LicenseFollow lightning library
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