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  1. Index — LightFM 1.16 documentation

    » Index Index A | B | D | F | G | I | L | M | P | R | S | U A auc_score() (in module lightfm.evaluation) B build_inte...
    making.lyst.com/lightfm/docs/genindex.html
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  2. Welcome to LightFM’s documentation! — LightFM 1...

    » Welcome to LightFM’s documentation! Welcome to LightFM’s documentation!  LightFM is a Python implementation of a n...
    making.lyst.com/lightfm/docs/home.html
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  3. datasets.rst.txt

    Datasets ========== .. autofunction:: lightfm.datasets.movielens.fetch_movielens .. autofunction:: lightfm.datasets.stackexchange.fetch_stackexchange 156
    making.lyst.com/lightfm/docs/_sources/datasets.rst.txt
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  4. 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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  5. 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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  6. 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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  7. LightFM — LightFM 1.16 documentation

    » LightFM LightFM  class lightfm. LightFM ( no_components = 10 , k = 5 , n = 10 , learning_schedule = 'adagrad' , lo...
    making.lyst.com/lightfm/docs/lightfm.html
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  8. Overview: module code — LightFM 1.16 documentation

    » Overview: module code All modules for which code is available lightfm.cross_validation lightfm.data lightfm.dataset...
    making.lyst.com/lightfm/docs/_modules/index.html
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  9. Using different learning schedules — LightFM 1....

    » Examples » Using different learning schedules Using different learning schedules  lightfm implements two learning ...
    making.lyst.com/lightfm/docs/examples/learning_schedules.html
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  10. Building datasets — LightFM 1.16 documentation

    » Examples » Building datasets Building datasets  In this example, we’ll use LightFM’s built-in Dataset class to bui...
    making.lyst.com/lightfm/docs/examples/dataset.html
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