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  1. lightfm.data.rst.txt

    Dataset construction ========== .. automodule:: lightfm.data :members: :undoc-members: :show-inheritance:
    making.lyst.com/lightfm/docs/_sources/lightfm.data.rst.txt
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  2. cross_validation.rst.txt

    Cross-validation ========== .. automodule:: lightfm.cross_validation :members: :undoc-members:
    making.lyst.com/lightfm/docs/_sources/cross_validation.rst.txt
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  3. examples.rst.txt

    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. ...
    making.lyst.com/lightfm/docs/_sources/examples.rst.txt
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  4. Examples — LightFM 1.16 documentation

    » Examples Examples  Many of the examples can be viewed (and run) as Jupyter notebooks in the examples directory of ...
    making.lyst.com/lightfm/docs/examples.html
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  5. Search — LightFM 1.16 documentation

    » Search
    making.lyst.com/lightfm/docs/search.html
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  6. index.rst.txt

    .. include:: home.rst Contents ======== .. toctree:: :maxdepth: 2 Home <home> Quickstart <quickstart> The LightFM model class <lightfm> Model evaluation <lightfm.evaluation> Cross validation <cross...
    making.lyst.com/lightfm/docs/_sources/index.rst.txt
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  7. lightfm.datasets.movielens — LightFM 1.16 docum...

    » Module code » lightfm.datasets.movielens Source code for lightfm.datasets.movielens import itertools import os impo...
    making.lyst.com/lightfm/docs/_modules/lightfm/datasets/movielens.html
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  8. datasets.rst.txt

    Datasets ========== .. autofunction:: lightfm.datasets.movielens.fetch_movielens .. autofunction:: lightfm.datasets.stackexchange.fetch_stackexchange
    making.lyst.com/lightfm/docs/_sources/datasets.rst.txt
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  9. movielens_implicit.rst.txt

    An implicit feedback recommender for the Movielens dataset ========== Implicit feedback ---------- For some time, the recommender system literature focused on explicit feedback: the Netflix prize f...
    making.lyst.com/lightfm/docs/_sources/examples/movielens_implicit.rst.txt
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  10. learning_schedules.rst.txt

    Using different learning schedules ========== ``lightfm`` implements two learning schedules: adagrad and adadelta. Neither is clearly superior, and, like other hyperparameter choices, the best lear...
    making.lyst.com/lightfm/docs/_sources/examples/learning_schedules.rst.txt
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