v0.1.6
Interactions
Datasets
Synthetic
Movielens
Goodbooks
Cross validation
Sequence models
Implicit feedback models
Sequence representations
Factorization models
Implicit feedback models
Explicit feedback models
Latent representations
Layers
Loss functions
Evaluation
Sampling
Model Serialization
Saving and loading the model
Changelog
v0.1.6 (2018-05-20)
Other
v0.1.5 (2018-05-20)
Other
v0.1.4 (2018-02-18)
Fixed
Other
v0.1.3 (2017-12-14)
Added
Changed
v0.1.2 (2017-09-10)
Added
Changed
Fixed
Spotlight
Docs
»
Index
Index
A
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B
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C
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E
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F
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G
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H
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I
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L
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M
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P
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R
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S
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T
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U
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Z
A
adaptive_hinge_loss() (in module spotlight.losses)
B
BilinearNet (class in spotlight.factorization.representations)
BloomEmbedding (class in spotlight.layers)
bpr_loss() (in module spotlight.losses)
C
CNNNet (class in spotlight.sequence.representations)
E
ExplicitFactorizationModel (class in spotlight.factorization.explicit)
F
fit() (spotlight.factorization.explicit.ExplicitFactorizationModel method)
(spotlight.factorization.implicit.ImplicitFactorizationModel method)
(spotlight.sequence.implicit.ImplicitSequenceModel method)
forward() (spotlight.factorization.representations.BilinearNet method)
(spotlight.layers.BloomEmbedding method)
(spotlight.sequence.representations.CNNNet method)
(spotlight.sequence.representations.LSTMNet method)
(spotlight.sequence.representations.MixtureLSTMNet method)
(spotlight.sequence.representations.PoolNet method)
G
generate_sequential() (in module spotlight.datasets.synthetic)
get_goodbooks_dataset() (in module spotlight.datasets.goodbooks)
get_movielens_dataset() (in module spotlight.datasets.movielens)
H
hinge_loss() (in module spotlight.losses)
I
ImplicitFactorizationModel (class in spotlight.factorization.implicit)
ImplicitSequenceModel (class in spotlight.sequence.implicit)
Interactions (class in spotlight.interactions)
L
logistic_loss() (in module spotlight.losses)
LSTMNet (class in spotlight.sequence.representations)
M
MixtureLSTMNet (class in spotlight.sequence.representations)
mrr_score() (in module spotlight.evaluation)
P
pointwise_loss() (in module spotlight.losses)
poisson_loss() (in module spotlight.losses)
PoolNet (class in spotlight.sequence.representations)
precision_recall_score() (in module spotlight.evaluation)
predict() (spotlight.factorization.explicit.ExplicitFactorizationModel method)
(spotlight.factorization.implicit.ImplicitFactorizationModel method)
(spotlight.sequence.implicit.ImplicitSequenceModel method)
R
random_train_test_split() (in module spotlight.cross_validation)
regression_loss() (in module spotlight.losses)
reset_parameters() (spotlight.layers.ScaledEmbedding method)
(spotlight.layers.ScaledEmbeddingBag method)
(spotlight.layers.ZeroEmbedding method)
rmse_score() (in module spotlight.evaluation)
S
sample_items() (in module spotlight.sampling)
ScaledEmbedding (class in spotlight.layers)
ScaledEmbeddingBag (class in spotlight.layers)
sequence_mrr_score() (in module spotlight.evaluation)
sequence_precision_recall_score() (in module spotlight.evaluation)
SequenceInteractions (class in spotlight.interactions)
shuffle_interactions() (in module spotlight.cross_validation)
spotlight.cross_validation (module)
spotlight.datasets (module)
spotlight.datasets.goodbooks (module)
spotlight.datasets.movielens (module)
spotlight.datasets.synthetic (module)
spotlight.evaluation (module)
spotlight.factorization (module)
spotlight.factorization.explicit (module)
spotlight.factorization.implicit (module)
spotlight.factorization.representations (module)
spotlight.interactions (module)
spotlight.layers (module)
spotlight.losses (module)
spotlight.sampling (module)
spotlight.sequence (module)
spotlight.sequence.implicit (module)
spotlight.sequence.representations (module)
T
to_sequence() (spotlight.interactions.Interactions method)
tocoo() (spotlight.interactions.Interactions method)
tocsr() (spotlight.interactions.Interactions method)
U
user_based_train_test_split() (in module spotlight.cross_validation)
user_representation() (spotlight.sequence.representations.CNNNet method)
(spotlight.sequence.representations.LSTMNet method)
(spotlight.sequence.representations.MixtureLSTMNet method)
(spotlight.sequence.representations.PoolNet method)
Z
ZeroEmbedding (class in spotlight.layers)