rsdiv
latest
Basic Usage
Prepare for a benchmark dataset
Evaluate the results in various aspects
Train and test a recommender
Reranking for diversity improvement
Contents
Installation
API Reference
Resources
rsdiv
Index
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Index
B
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C
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D
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E
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F
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G
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I
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M
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N
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P
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R
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S
B
BaseDownloader (class in rsdiv.dataset)
BaseEmbedder (class in rsdiv.embedding)
BaseEncoder (class in rsdiv.encoding)
BaseRecommender (class in rsdiv.recommenders)
bm25() (rsdiv.recommenders.IALSRecommender method)
C
CosineRelevanceMetric (class in rsdiv.evaluation)
D
DiversityMetrics (class in rsdiv.evaluation)
draw_geo_graph() (rsdiv.encoding.GeoEncoder method)
E
embedding_list() (rsdiv.embedding.FastTextEmbedder class method)
embedding_norm() (rsdiv.embedding.FastTextEmbedder class method)
embedding_single() (rsdiv.embedding.BaseEmbedder class method)
(rsdiv.embedding.FastTextEmbedder class method)
encoding_series() (rsdiv.encoding.GeoEncoder method)
encoding_single() (rsdiv.encoding.GeoEncoder method)
F
FastTextEmbedder (class in rsdiv.embedding)
FMRecommender (class in rsdiv.recommenders)
G
GeoEncoder (class in rsdiv.encoding)
get_elements() (rsdiv.aggregation.PMF static method)
get_interaction() (rsdiv.recommenders.BaseRecommender method)
(rsdiv.recommenders.FMRecommender method)
(rsdiv.recommenders.IALSRecommender method)
get_item_id() (rsdiv.recommenders.BaseRecommender method)
(rsdiv.recommenders.FMRecommender method)
(rsdiv.recommenders.IALSRecommender method)
get_rp_values() (rsdiv.aggregation.RankProduct method)
get_score_single_user() (rsdiv.recommenders.IALSRecommender method)
get_topk_indices() (rsdiv.recommenders.BaseRecommender method)
(rsdiv.recommenders.FMRecommender method)
(rsdiv.recommenders.IALSRecommender method)
get_topk_single_user() (rsdiv.recommenders.IALSRecommender method)
get_user_id() (rsdiv.recommenders.BaseRecommender method)
(rsdiv.recommenders.FMRecommender method)
(rsdiv.recommenders.IALSRecommender method)
I
IALSRecommender (class in rsdiv.recommenders)
initialize() (rsdiv.aggregation.PMF method)
initialize_uniform() (rsdiv.aggregation.PMF method)
InnerProductRelevanceMetric (class in rsdiv.evaluation)
M
MaximalMarginalRelevance (class in rsdiv.diversity)
MovieLens100KDownLoader (class in rsdiv.dataset)
MovieLens1MDownLoader (class in rsdiv.dataset)
N
naive_set_based_measure() (rsdiv.evaluation.RankingDistance class method)
nDCG() (rsdiv.evaluation.RankingMetrics class method)
P
PMF (class in rsdiv.aggregation)
R
rank_biased_overlap() (rsdiv.evaluation.RankingDistance class method)
RankingDistance (class in rsdiv.evaluation)
RankingMetrics (class in rsdiv.evaluation)
RankProduct (class in rsdiv.aggregation)
read_source() (rsdiv.encoding.GeoEncoder method)
recommend_single() (rsdiv.recommenders.IALSRecommender method)
S
set_measure() (rsdiv.evaluation.RankingDistance class method)
SlidingSpectrumDecomposition (class in rsdiv.diversity)