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LightFM — LightFM 1.16 documentation
5 Parameters no_components ( int , optional ) – the dimensionality...feature latent embeddings. k ( int , optional ) – for k-OS training,...making.lyst.com/lightfm/docs/lightfm.htmlWed Mar 09 16:56:08 GMT 2022 41.5K bytes -
lightfm.lightfm — LightFM 1.16 documentation
k = int ( k ) self . n = int ( n ) self . rho =...epochs: int, optional number of epochs to run num_threads: int, optional...making.lyst.com/lightfm/docs/_modules/lightfm/lightfm.htmlWed Mar 09 16:56:08 GMT 2022 115.8K bytes -
lightfm.datasets.movielens — LightFM 1.16 docum...
timestamp = [ int ( x ) for x in line . split (...# Zero-based indexing iid = int ( splt [ 0 ]) - 1 title = splt...making.lyst.com/lightfm/docs/_modules/lightfm/datasets/movielens.htmlWed Mar 09 16:56:08 GMT 2022 29K bytes -
lightfm.datasets.stackexchange — LightFM 1.16 d...
min_training_interactions: int, optional Only include users..."labels" ] test_cutoff_index = int ( len ( interactions . data )...making.lyst.com/lightfm/docs/_modules/lightfm/datasets/stackexchange.htmlWed Mar 09 16:56:08 GMT 2022 23.5K bytes -
Model evaluation — LightFM 1.16 documentation
num_threads ( int , optional ) – Number of parallel...number of users. num_threads ( int , optional ) – Number of parallel...making.lyst.com/lightfm/docs/lightfm.evaluation.htmlWed Mar 09 16:56:08 GMT 2022 23.9K bytes -
lightfm.cross_validation — LightFM 1.16 documen...
random_state: int or numpy.random.RandomState,...data , random_state ) cutoff = int (( 1.0 - test_percentage ) *...making.lyst.com/lightfm/docs/_modules/lightfm/cross_validation.htmlWed Mar 09 16:56:08 GMT 2022 13K bytes -
lightfm.evaluation — LightFM 1.16 documentation
num_threads: int, optional Number of parallel...number of users. num_threads: int, optional Number of parallel...making.lyst.com/lightfm/docs/_modules/lightfm/evaluation.htmlWed Mar 09 16:56:08 GMT 2022 34.9K bytes -
Cross-validation — LightFM 1.16 documentation
random_state ( int or numpy.random.RandomState ,...making.lyst.com/lightfm/docs/cross_validation.htmlWed Mar 09 16:56:08 GMT 2022 7.6K bytes -
Datasets — LightFM 1.16 documentation
min_training_interactions ( int , optional ) – Only include users...making.lyst.com/lightfm/docs/datasets.htmlWed Mar 09 16:56:08 GMT 2022 13.8K bytes -
Dataset construction — LightFM 1.16 documentation
Return type tuple of ints mapping ( ) [source] Return...shape. Return type tuple of ints...making.lyst.com/lightfm/docs/lightfm.data.htmlWed Mar 09 16:56:08 GMT 2022 20.6K bytes