Index

A

ALS (class in cornac.models.als.recom_als)

B

build_lexicons() (cornac.data.lexicon.SentimentAnalysis method)

C

compute_edge_weight_matrix() (cornac.models.emf.recom_emf.EMF method) (cornac.models.nemf.recom_nemf.NEMF method) compute_novel_matrix() (cornac.models.nemf.recom_nemf.NEMF method) convert_to_feature_long() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset method) convert_to_pyfm_format() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset static method) cornac.datasets module cornac.datasets.goodreads module cornac.explainer.exp_als module cornac.explainer.exp_comparer_obj module cornac.explainer.exp_comparer_obj_mod module cornac.explainer.exp_comparer_sub module cornac.explainer.exp_efm module cornac.explainer.exp_efm_mod module cornac.explainer.exp_emf module

cornac.explainer.exp_limers module cornac.explainer.exp_mter module cornac.explainer.exp_narre module cornac.explainer.exp_nemf module cornac.explainer.exp_phi4mf module cornac.explainer.exp_su4emf module cornac.explainer.exp_trirank module cornac.models.als.recom_als module cornac.models.emf.recom_emf module cornac.models.fm_py.recom_fm_py module cornac.models.nemf.recom_nemf module

E

EMF (class in cornac.models.emf.recom_emf) Exp_ALS (class in cornac.explainer.exp_als) Exp_ComparERObj (class in cornac.explainer.exp_comparer_obj) Exp_ComparERObj_Mod (class in cornac.explainer.exp_comparer_obj_mod) Exp_ComparERSub (class in cornac.explainer.exp_comparer_sub) Exp_EFM (class in cornac.explainer.exp_efm) Exp_EFM_Mod (class in cornac.explainer.exp_efm_mod) Exp_EMF (class in cornac.explainer.exp_emf) Exp_LIMERS (class in cornac.explainer.exp_limers) Exp_MTER (class in cornac.explainer.exp_mter) Exp_NARRE (class in cornac.explainer.exp_narre) Exp_NEMF (class in cornac.explainer.exp_nemf) Exp_PHI4MF (class in cornac.explainer.exp_phi4mf) Exp_SU4EMF (class in cornac.explainer.exp_su4emf) Exp_TriRank (class in cornac.explainer.exp_trirank) explain_instance() (cornac.explainer.exp_limers.Exp_LIMERS method)

explain_one_recommendation_to_user() (cornac.explainer.exp_als.Exp_ALS method) (cornac.explainer.exp_comparer_obj.Exp_ComparERObj method) (cornac.explainer.exp_comparer_obj_mod.Exp_ComparERObj_Mod method) (cornac.explainer.exp_comparer_sub.Exp_ComparERSub method) (cornac.explainer.exp_efm.Exp_EFM method) (cornac.explainer.exp_efm_mod.Exp_EFM_Mod method) (cornac.explainer.exp_emf.Exp_EMF method) (cornac.explainer.exp_limers.Exp_LIMERS method) (cornac.explainer.exp_mter.Exp_MTER method) (cornac.explainer.exp_narre.Exp_NARRE method) (cornac.explainer.exp_nemf.Exp_NEMF method) (cornac.explainer.exp_phi4mf.Exp_PHI4MF method) (cornac.explainer.exp_su4emf.Exp_SU4EMF method) (cornac.explainer.exp_trirank.Exp_TriRank method) explain_recommendations() (cornac.explainer.exp_limers.Exp_LIMERS method) extract_features() (cornac.explainer.exp_limers.Exp_LIMERS method)

F

fit() (cornac.models.als.recom_als.ALS method) (cornac.models.emf.recom_emf.EMF method) (cornac.models.fm_py.recom_fm_py.FMRec method) (cornac.models.nemf.recom_nemf.NEMF method)

FMRec (class in cornac.models.fm_py.recom_fm_py) FMRec.LimeRSDataset (class in cornac.models.fm_py.recom_fm_py)

G

generate_neighborhood() (cornac.explainer.exp_limers.Exp_LIMERS method)

global_mean (cornac.models.Recommender attribute)

I

iid_map (cornac.models.Recommender attribute)

L

load_feedback() (in module cornac.datasets.goodreads)

load_sentiment() (in module cornac.datasets.goodreads)

M

map_to_df() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset method) max_rating (cornac.models.Recommender attribute) min_rating (cornac.models.Recommender attribute) module cornac.datasets cornac.datasets.goodreads cornac.explainer.exp_als cornac.explainer.exp_comparer_obj cornac.explainer.exp_comparer_obj_mod cornac.explainer.exp_comparer_sub cornac.explainer.exp_efm cornac.explainer.exp_efm_mod cornac.explainer.exp_emf cornac.explainer.exp_limers cornac.explainer.exp_mter cornac.explainer.exp_narre cornac.explainer.exp_nemf cornac.explainer.exp_phi4mf cornac.explainer.exp_su4emf cornac.explainer.exp_trirank cornac.models.als.recom_als cornac.models.emf.recom_emf cornac.models.fm_py.recom_fm_py cornac.models.nemf.recom_nemf

N

NEMF (class in cornac.models.nemf.recom_nemf)

num_items (cornac.models.Recommender attribute) num_users (cornac.models.Recommender attribute)

P

pick_top_items() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset method)

pick_top_users() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset method) prepare_data() (in module cornac.datasets.goodreads)

R

recommend_to_multiple_users() (cornac.models.Recommender method)

Recommender (class in cornac.models)

S

save_to_file() (cornac.data.lexicon.SentimentAnalysis method) score() (cornac.models.als.recom_als.ALS method) (cornac.models.emf.recom_emf.EMF method) (cornac.models.fm_py.recom_fm_py.FMRec method) (cornac.models.nemf.recom_nemf.NEMF method)

score_neighbourhood() (cornac.models.fm_py.recom_fm_py.FMRec method) SentimentAnalysis (class in cornac.data.lexicon) set_train_frequency() (cornac.models.fm_py.recom_fm_py.FMRec.LimeRSDataset method)

T

total_items (cornac.models.Recommender attribute)

total_users (cornac.models.Recommender attribute)

U

uid_map (cornac.models.Recommender attribute)