irspack
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Basic Tutorials
Train our first movie recommender
Evaluation of recommender systems
Hyperparameter Optimization
Details
API References
irspack
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Index
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C
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E
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G
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H
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I
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J
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U
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__init__() (irspack.dataset.MovieLens100KDataManager method)
(irspack.dataset.MovieLens1MDataManager method)
(irspack.dataset.MovieLens20MDataManager method)
(irspack.dataset.NeuMFML1MDownloader method)
(irspack.evaluation.Evaluator method)
(irspack.evaluation.EvaluatorWithColdUser method)
(irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
(irspack.split.UserTrainTestInteractionPair method)
(irspack.utils.IDMapper method)
(irspack.utils.ItemIDMapper method)
A
AsymmetricCosineKNNRecommender (class in irspack.recommenders)
AsymmetricCosineUserKNNRecommender (class in irspack.recommenders)
B
BaseRecommender (class in irspack.recommenders)
BPRFMRecommender (class in irspack.recommenders)
C
compute_item_embedding() (irspack.recommenders.IALSRecommender method)
compute_user_embedding() (irspack.recommenders.IALSRecommender method)
concat() (irspack.split.UserTrainTestInteractionPair method)
CosineKNNRecommender (class in irspack.recommenders)
CosineUserKNNRecommender (class in irspack.recommenders)
D
DenseSLIMRecommender (class in irspack.recommenders)
E
Evaluator (class in irspack.evaluation)
EvaluatorWithColdUser (class in irspack.evaluation)
G
get_item_embedding() (irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
get_recommender_class() (in module irspack.recommenders)
get_score() (irspack.evaluation.Evaluator method)
(irspack.evaluation.EvaluatorWithColdUser method)
(irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_score_block() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_score_cold_user() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_score_cold_user_remove_seen() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_score_from_user_embedding() (irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
get_score_remove_seen() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_score_remove_seen_block() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
get_scores() (irspack.evaluation.Evaluator method)
(irspack.evaluation.EvaluatorWithColdUser method)
get_target_score() (irspack.evaluation.Evaluator method)
(irspack.evaluation.EvaluatorWithColdUser method)
get_user_embedding() (irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
H
holdout_specific_interactions() (in module irspack.split)
I
IALSRecommender (class in irspack.recommenders)
IDMapper (class in irspack.utils)
ItemIDMapper (class in irspack.utils)
J
JaccardKNNRecommender (class in irspack.recommenders)
L
learn() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
learn_with_optimizer() (irspack.recommenders.AsymmetricCosineKNNRecommender method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender method)
(irspack.recommenders.BaseRecommender method)
(irspack.recommenders.BPRFMRecommender method)
(irspack.recommenders.CosineKNNRecommender method)
(irspack.recommenders.CosineUserKNNRecommender method)
(irspack.recommenders.DenseSLIMRecommender method)
(irspack.recommenders.IALSRecommender method)
(irspack.recommenders.JaccardKNNRecommender method)
(irspack.recommenders.MultVAERecommender method)
(irspack.recommenders.P3alphaRecommender method)
(irspack.recommenders.RP3betaRecommender method)
(irspack.recommenders.SLIMRecommender method)
(irspack.recommenders.TopPopRecommender method)
(irspack.recommenders.TruncatedSVDRecommender method)
(irspack.recommenders.TverskyIndexKNNRecommender method)
list_of_user_profile_to_matrix() (irspack.utils.IDMapper method)
(irspack.utils.ItemIDMapper method)
M
MovieLens100KDataManager (class in irspack.dataset)
MovieLens1MDataManager (class in irspack.dataset)
MovieLens20MDataManager (class in irspack.dataset)
MultVAERecommender (class in irspack.recommenders)
N
n_items (irspack.split.UserTrainTestInteractionPair attribute)
n_users (irspack.split.UserTrainTestInteractionPair attribute)
NeuMFML1MDownloader (class in irspack.dataset)
P
P3alphaRecommender (class in irspack.recommenders)
R
read_interaction() (irspack.dataset.MovieLens100KDataManager method)
(irspack.dataset.MovieLens1MDataManager method)
(irspack.dataset.MovieLens20MDataManager method)
recommend_for_known_user_batch() (irspack.utils.IDMapper method)
recommend_for_known_user_id() (irspack.utils.IDMapper method)
recommend_for_new_user() (irspack.utils.IDMapper method)
(irspack.utils.ItemIDMapper method)
recommend_for_new_user_batch() (irspack.utils.IDMapper method)
(irspack.utils.ItemIDMapper method)
rowwise_train_test_split() (in module irspack.split)
RP3betaRecommender (class in irspack.recommenders)
S
score_to_recommended_items_batch() (irspack.utils.IDMapper method)
(irspack.utils.ItemIDMapper method)
SLIMRecommender (class in irspack.recommenders)
split_dataframe_partial_user_holdout() (in module irspack.split)
split_last_n_interaction_df() (in module irspack.split)
T
TopPopRecommender (class in irspack.recommenders)
TruncatedSVDRecommender (class in irspack.recommenders)
tune() (irspack.recommenders.AsymmetricCosineKNNRecommender class method)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender class method)
(irspack.recommenders.BaseRecommender class method)
(irspack.recommenders.BPRFMRecommender class method)
(irspack.recommenders.CosineKNNRecommender class method)
(irspack.recommenders.CosineUserKNNRecommender class method)
(irspack.recommenders.DenseSLIMRecommender class method)
(irspack.recommenders.IALSRecommender class method)
(irspack.recommenders.JaccardKNNRecommender class method)
(irspack.recommenders.MultVAERecommender class method)
(irspack.recommenders.P3alphaRecommender class method)
(irspack.recommenders.RP3betaRecommender class method)
(irspack.recommenders.SLIMRecommender class method)
(irspack.recommenders.TopPopRecommender class method)
(irspack.recommenders.TruncatedSVDRecommender class method)
(irspack.recommenders.TverskyIndexKNNRecommender class method)
tune_doubling_dimension() (irspack.recommenders.IALSRecommender class method)
TverskyIndexKNNRecommender (class in irspack.recommenders)
U
U (irspack.recommenders.AsymmetricCosineUserKNNRecommender property)
(irspack.recommenders.CosineUserKNNRecommender property)
UserTrainTestInteractionPair (class in irspack.split)
W
W (irspack.recommenders.AsymmetricCosineKNNRecommender property)
(irspack.recommenders.CosineKNNRecommender property)
(irspack.recommenders.DenseSLIMRecommender property)
(irspack.recommenders.JaccardKNNRecommender property)
(irspack.recommenders.P3alphaRecommender property)
(irspack.recommenders.RP3betaRecommender property)
(irspack.recommenders.SLIMRecommender property)
(irspack.recommenders.TverskyIndexKNNRecommender property)
X
X_all (irspack.split.UserTrainTestInteractionPair attribute)
X_test (irspack.split.UserTrainTestInteractionPair attribute)
X_train (irspack.split.UserTrainTestInteractionPair attribute)
X_train_all (irspack.recommenders.AsymmetricCosineKNNRecommender attribute)
(irspack.recommenders.AsymmetricCosineUserKNNRecommender attribute)
(irspack.recommenders.BaseRecommender attribute)
(irspack.recommenders.BPRFMRecommender attribute)
(irspack.recommenders.CosineKNNRecommender attribute)
(irspack.recommenders.CosineUserKNNRecommender attribute)
(irspack.recommenders.DenseSLIMRecommender attribute)
(irspack.recommenders.IALSRecommender attribute)
(irspack.recommenders.JaccardKNNRecommender attribute)
(irspack.recommenders.MultVAERecommender attribute)
(irspack.recommenders.P3alphaRecommender attribute)
(irspack.recommenders.RP3betaRecommender attribute)
(irspack.recommenders.SLIMRecommender attribute)
(irspack.recommenders.TopPopRecommender attribute)
(irspack.recommenders.TruncatedSVDRecommender attribute)
(irspack.recommenders.TverskyIndexKNNRecommender attribute)
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