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

Project Activity

See All Activity >

Categories

Machine Learning

License

MIT License

Follow lightning library

lightning library Web Site

Other Useful Business Software
Fully Managed MySQL, PostgreSQL, and SQL Server Icon
Fully Managed MySQL, PostgreSQL, and SQL Server

Automatic backups, patching, replication, and failover. Focus on your app, not your database.

Cloud SQL handles your database ops end to end, so you can focus on your app.
Try Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of lightning library!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-15