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A Python implementation of LightFM, a hybrid recommendation algorithm.

Installers

Info: This package contains files in non-standard labels.
  • win-64 v1.17
  • linux-64 v1.17
  • win-32 v1.15
  • osx-64 v1.17
  • osx-arm64 v1.17

conda install

To install this package run one of the following:
conda install conda-forge::lightfm
conda install conda-forge/label/cf201901::lightfm
conda install conda-forge/label/cf202003::lightfm
conda install conda-forge/label/gcc7::lightfm

Description

LightFM is a Python implementation of a number of popular recommendation algorithms for both implicit and explicit feedback, including efficient implementation of BPR and WARP ranking losses. It's easy to use, fast (via multithreaded model estimation), and produces high quality results.


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