.. include:: home.rst Contents ======== .. toctree:: :maxdepth: 2 Home <home> Quickstart <quickstart> The LightFM model class <lightfm> Model evaluation <lightfm.evaluation> Cross validation <cross...

» Examples Examples  Many of the examples can be viewed (and run) as Jupyter notebooks in the examples directory of ...

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Cross-validation ========== .. automodule:: lightfm.cross_validation :members: :undoc-members:

Dataset construction ========== .. automodule:: lightfm.data :members: :undoc-members: :show-inheritance:

Examples ========== Many of the examples can be viewed (and run) as Jupyter notebooks in the `examples directory <https://github.com/lyst/lightfm/tree/master/examples>`_ of the LightFM repository. ...

» Model evaluation Model evaluation  Module containing evaluation functions suitable for judging the performance of ...

» Cross-validation Cross-validation  Dataset splitting functions. lightfm.cross_validation. random_train_test_split ...

» Module code » lightfm.cross_validation Source code for lightfm.cross_validation # coding=utf-8 """ Dataset splittin...

» Module code » lightfm.data Source code for lightfm.data import array import numpy as np import scipy.sparse as sp i...