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Datasets — LightFM 1.16 documentation
used for testing. Splitting into the train and test set is done...Contains training set interactions. test ( sp.coo_matrix of shape [n_users,...making.lyst.com/lightfm/docs/datasets.htmlRegistered: Fri May 10 08:03:38 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 13.8K bytes - Viewed (0) -
movielens_implicit.rst.txt
movielens['train'] test = movielens['test'] The ``train`` and ``test`` elements...k=10).mean() test_precision = precision_at_k(model, test, k=10).mean()...making.lyst.com/lightfm/docs/_sources/examples/movielens_implicit.rst.txtRegistered: Fri May 10 08:05:53 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 5.7K bytes - Viewed (2) -
Learning-to-rank using the WARP loss — LightFM ...
test = movielens [ 'train' ], movielens [ 'test' ] Accuracy...append ( auc_score ( warp_model , test , train_interactions = train...making.lyst.com/lightfm/docs/examples/warp_loss.htmlRegistered: Fri May 10 08:04:32 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 24.8K bytes - Viewed (1) -
warp_loss.rst.txt
test = movielens['train'], movielens['test'] Accuracy...warp_auc.append(auc_score(warp_model, test, train_interactions=train).mean())...making.lyst.com/lightfm/docs/_sources/examples/warp_loss.rst.txtRegistered: Fri May 10 08:06:00 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 6.9K bytes - Viewed (0) -
learning_schedules.rst.txt
test = movielens['train'], movielens['test'] Experiment...measuring the ROC AUC on the test set at the end of each epoch....making.lyst.com/lightfm/docs/_sources/examples/learning_schedules.rst.txtRegistered: Fri May 10 08:05:15 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 3.5K bytes - Viewed (1) -
lightfm.evaluation — LightFM 1.16 documentation
test_interactions , train_interactions...fitted model to be evaluated test_interactions: np.float32 csr_matrix...making.lyst.com/lightfm/docs/_modules/lightfm/evaluation.htmlRegistered: Fri May 10 08:05:47 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 34.9K bytes - Viewed (0) -
lightfm.datasets.movielens — LightFM 1.16 docum...
min_rating ) # Load test interactions test = _build_interaction_matrix..._parse ( test_raw ), min_rating ) assert train . shape == test . shape...making.lyst.com/lightfm/docs/_modules/lightfm/datasets/movielens.htmlRegistered: Fri May 10 08:04:59 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 29K bytes - Viewed (0) -
lightfm.lightfm — LightFM 1.16 documentation
user_features" ) test_interactions = test_interactions . tocsr () test_interactions...def _check_test_train_intersections ( self , test_mat , train_mat...making.lyst.com/lightfm/docs/_modules/lightfm/lightfm.htmlRegistered: Fri May 10 08:05:27 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 115.8K bytes - Viewed (0) -
Welcome to LightFM’s documentation! — LightFM 1...
Run tests by running docker-compose run lightfm py.test -x lightfm/tests/...= model . predict ( test_user_ids , test_item_ids ) User and...making.lyst.com/lightfm/docs/index.htmlRegistered: Fri May 10 08:03:32 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 26.1K bytes - Viewed (0) -
Welcome to LightFM’s documentation! — LightFM 1...
Run tests by running docker-compose run lightfm py.test -x lightfm/tests/...= model . predict ( test_user_ids , test_item_ids ) User and...making.lyst.com/lightfm/docs/home.htmlRegistered: Fri May 10 08:03:45 UTC 2024 - Last Modified: Wed Mar 09 16:56:08 UTC 2022 - 23.2K bytes - Viewed (2)