Welcome to fastFM’s documentation! — fastFM 0.2.10 documentation (original) (raw)

Welcome to fastFM’s documentation

This is the documentation for fastFM’s python interface.Source code and install instructions can be found on https://github.com/ibayer/fastFM. A short paper describing the library is available on arXiv http://arxiv.org/abs/1505.00641

Supported Operating Systems¶

fastFM has a continous integration / testing servers (Travis) for **Linux (Ubuntu 14.04 LTS)**and OS X Mavericks. Other OS are not actively supported.

• Tutorials
  • Regression with ALS Solver
  • Logit Classification with SGD Solver
  • Bayesian Probit Classification with MCMC Solver
• Guide
  • How to choose the right Solver.
  • Learning Curves
  • Visualizing MCMC Traces
• The fastFM API reference
  • The MCMC module
  • The ALS module
  • The SGD module
  • The Ranking module