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Release 0.6.2

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@evfro evfro released this 04 Oct 17:51
· 189 commits to master since this release

The release introduces some performance improvements, extends evaluation metrics and adds new functionality:

New features and convenience functions

  • new metric named coverage;
  • support for LightFM model;
  • new set_config method, which allows to more easily set desired configuration to a model during grid search experiments;

Performance improvements

  • tensor-times-matrix products in the Tucker Decomposition can now be computed in parallel;

Other improvements

  • more convenient routine to build one-hot encoding matrix from feature data;
  • additional tuning parameter for iALS model;
  • more flexible handling of input arguments in plotting functions;
  • improved MyMediaLite wrapper + removed some inconsistencies.