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FAQ — LightFM 1.16 documentation
» FAQ FAQ Does LightFM have a GPU-based implementation? No, there is no option to run training or inference on th...making.lyst.com/lightfm/docs/faq.htmlWed Mar 09 16:56:08 GMT 2022 10.4K bytes -
Quickstart — LightFM 1.16 documentation
» Quickstart Quickstart In this example, we’ll build an implicit feedback recommender using the Movielens 100k data...making.lyst.com/lightfm/docs/quickstart.htmlWed Mar 09 16:56:08 GMT 2022 20.9K bytes -
Learning-to-rank using the WARP loss — LightFM ...
» Examples » Learning-to-rank using the WARP loss Learning-to-rank using the WARP loss LightFM is probably the only...making.lyst.com/lightfm/docs/examples/warp_loss.htmlWed Mar 09 16:56:08 GMT 2022 24.8K bytes -
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/index.htmlWed Mar 09 16:56:08 GMT 2022 26.1K bytes -
dataset.rst.txt
Building datasets ========== In this example, we'll use LightFM's built-in ``Dataset`` class to build an interaction dataset from raw data. The goal is to demonstrate how to go from raw data (lists...making.lyst.com/lightfm/docs/_sources/examples/dataset.rst.txtWed Mar 09 16:56:08 GMT 2022 6K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 23.2K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 41.5K bytes -
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.txtWed Mar 09 16:56:08 GMT 2022 3.5K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 10.9K bytes -
home.rst.txt
Welcome to LightFM's documentation! ========== LightFM is a Python implementation of a number of popular recommendation algorithms for both implicit and explicit feedback. It also makes it possible...making.lyst.com/lightfm/docs/_sources/home.rst.txtWed Mar 09 16:56:08 GMT 2022 6.8K bytes