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datasets.rst.txt
Datasets ========== .. autofunction:: lightfm.datasets.movielens.fetch_movielens .. autofunction:: lightfm.datasets.stackexchange.fetch_stackexchange 156making.lyst.com/lightfm/docs/_sources/datasets.rst.txtWed Mar 09 16:56:08 GMT 2022 156 bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 29K bytes -
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.txtWed Mar 09 16:56:08 GMT 2022 5.7K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 23.9K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 7.6K bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 52.4K bytes -
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.txtWed Mar 09 16:56:08 GMT 2022 4.9K bytes -
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.txtWed Mar 09 16:56:08 GMT 2022 8.4K bytes -
lightfm.evaluation.rst.txt
Model evaluation ========== .. automodule:: lightfm.evaluation :members: :undoc-members: :show-inheritance: 136making.lyst.com/lightfm/docs/_sources/lightfm.evaluation.rst.txtWed Mar 09 16:56:08 GMT 2022 136 bytes -
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.htmlWed Mar 09 16:56:08 GMT 2022 13K bytes