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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.htmlRegistered: Mon Nov 24 08:11:28 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 8.4K bytes - Viewed (0) -
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.txtRegistered: Mon Nov 24 08:11:34 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 433 bytes - Viewed (0) -
quickstart.rst.txt
Quickstart ========== In this example, we'll build an implicit feedback recommender using the Movielens 100k dataset (http://grouplens.org/datasets/movielens/100k/). The code behind this example is...making.lyst.com/lightfm/docs/_sources/quickstart.rst.txtRegistered: Mon Nov 24 08:12:55 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 4.9K bytes - Viewed (0) -
hybrid_crossvalidated.rst.txt
Item cold-start: recommending StackExchange questions ========== In this example we'll use the StackExchange dataset to explore recommendations under item-cold start. Data dumps from the StackExcha...making.lyst.com/lightfm/docs/_sources/examples/hybrid_crossvalidated.rst.txtRegistered: Mon Nov 24 08:13:49 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 8.4K bytes - Viewed (0) -
lightfm.data — LightFM 1.16 documentation
» Module code » lightfm.data Source code for lightfm.data import array import numpy as np import scipy.sparse as sp i...making.lyst.com/lightfm/docs/_modules/lightfm/data.htmlRegistered: Mon Nov 24 08:13:36 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 52.4K bytes - Viewed (0) -
lightfm.cross_validation — LightFM 1.16 documen...
» Module code » lightfm.cross_validation Source code for lightfm.cross_validation # coding=utf-8 """ Dataset splittin...making.lyst.com/lightfm/docs/_modules/lightfm/cross_validation.htmlRegistered: Mon Nov 24 08:13:30 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 13K bytes - Viewed (0) -
lightfm.evaluation.rst.txt
Model evaluation ========== .. automodule:: lightfm.evaluation :members: :undoc-members: :show-inheritance: 136making.lyst.com/lightfm/docs/_sources/lightfm.evaluation.rst.txtRegistered: Mon Nov 24 08:14:02 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 136 bytes - Viewed (0) -
Model evaluation — LightFM 1.16 documentation
» Model evaluation Model evaluation Module containing evaluation functions suitable for judging the performance of ...making.lyst.com/lightfm/docs/lightfm.evaluation.htmlRegistered: Mon Nov 24 08:12:28 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 23.9K bytes - Viewed (0) -
Cross-validation — LightFM 1.16 documentation
» Cross-validation Cross-validation Dataset splitting functions. lightfm.cross_validation. random_train_test_split ...making.lyst.com/lightfm/docs/cross_validation.htmlRegistered: Mon Nov 24 08:11:38 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 7.6K bytes - Viewed (0) -
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.txtRegistered: Mon Nov 24 08:14:21 UTC 2025 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 3.5K bytes - Viewed (0)