Cornac
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Getting Started
Installation
First example
API Reference
Data
Models
Metrics
Evaluation methods
Experiment
Built-in datasets
Cornac
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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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N
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O
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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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V
A
AUC (class in cornac.metrics)
B
BaseMethod (class in cornac.eval_methods.base_method)
BaseTokenizer (class in cornac.data.text)
batch() (cornac.data.graph.GraphModule method)
(cornac.data.GraphModule method)
batch_feature() (cornac.data.FeatureModule method)
batch_image() (cornac.data.image.ImageModule method)
(cornac.data.ImageModule method)
batch_seq() (cornac.data.text.TextModule method)
(cornac.data.TextModule method)
batch_tfidf() (cornac.data.text.TextModule method)
(cornac.data.TextModule method)
batch_tokenize() (cornac.data.text.BaseTokenizer method)
(cornac.data.text.Tokenizer method)
BPR (class in cornac.models.bpr.recom_bpr)
build() (cornac.data.FeatureModule method)
(cornac.data.GraphModule method)
(cornac.data.ImageModule method)
(cornac.data.TextModule method)
(cornac.data.graph.GraphModule method)
(cornac.data.image.ImageModule method)
(cornac.data.text.TextModule method)
C
C2PF (class in cornac.models.c2pf.recom_c2pf)
CDL (class in cornac.models.cdl.recom_cdl)
COE (class in cornac.models.coe.recom_coe)
ConvMF (class in cornac.models.conv_mf.recom_convmf)
cornac.data (module)
cornac.data.graph (module)
cornac.data.image (module)
cornac.data.reader (module)
cornac.data.testset (module)
cornac.data.text (module)
cornac.data.trainset (module)
cornac.datasets (module)
cornac.datasets.amazon_office (module)
cornac.datasets.movielens (module)
cornac.datasets.netflix (module)
cornac.datasets.tradesy (module)
cornac.eval_methods (module)
cornac.eval_methods.base_method (module)
cornac.eval_methods.cross_validation (module)
cornac.eval_methods.ratio_split (module)
cornac.experiment (module)
cornac.metrics (module)
cornac.models (module)
cornac.models.c2pf.recom_c2pf (module)
cornac.models.cdl.recom_cdl (module)
cornac.models.coe.recom_coe (module)
cornac.models.conv_mf.recom_convmf (module)
cornac.models.hpf.recom_hpf (module)
cornac.models.ibpr.recom_ibpr (module)
cornac.models.mf.recom_mf (module)
cornac.models.online_ibpr.recom_online_ibpr (module)
cornac.models.pcrl.recom_pcrl (module)
cornac.models.pmf.recom_pmf (module)
cornac.models.skm.recom_skmeans (module)
cornac.models.vbpr.recom_vbpr (module)
CountVectorizer (class in cornac.data.text)
CrossValidation (class in cornac.eval_methods.cross_validation)
E
evaluate() (cornac.eval_methods.base_method.BaseMethod method)
(cornac.eval_methods.cross_validation.CrossValidation method)
(cornac.eval_methods.ratio_split.RatioSplit method)
Experiment (class in cornac.experiment)
F
feature_dim (cornac.data.FeatureModule attribute)
FeatureModule (class in cornac.data)
features (cornac.data.FeatureModule attribute)
fit (cornac.models.bpr.recom_bpr.BPR attribute)
(cornac.models.mf.recom_mf.MF attribute)
fit() (cornac.data.text.CountVectorizer method)
(cornac.models.c2pf.recom_c2pf.C2PF method)
(cornac.models.cdl.recom_cdl.CDL method)
(cornac.models.coe.recom_coe.COE method)
(cornac.models.conv_mf.recom_convmf.ConvMF method)
(cornac.models.hpf.recom_hpf.HPF method)
(cornac.models.ibpr.recom_ibpr.IBPR method)
(cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method)
(cornac.models.pcrl.recom_pcrl.PCRL method)
(cornac.models.pmf.recom_pmf.PMF method)
(cornac.models.skm.recom_skmeans.SKMeans method)
(cornac.models.vbpr.recom_vbpr.VBPR method)
fit_transform() (cornac.data.text.CountVectorizer method)
FMeasure (class in cornac.metrics)
from_sequences() (cornac.data.text.Vocabulary class method)
from_splits() (cornac.eval_methods.base_method.BaseMethod class method)
from_tokens() (cornac.data.text.Vocabulary class method)
from_uir() (cornac.data.MatrixTrainSet class method)
(cornac.data.TestSet class method)
(cornac.data.testset.TestSet class method)
(cornac.data.trainset.MatrixTrainSet class method)
G
get_iid() (cornac.data.TestSet method)
(cornac.data.TrainSet method)
(cornac.data.testset.TestSet method)
(cornac.data.trainset.TrainSet method)
get_ratings() (cornac.data.TestSet method)
(cornac.data.testset.TestSet method)
get_train_triplet() (cornac.data.graph.GraphModule method)
(cornac.data.GraphModule method)
get_uid() (cornac.data.TestSet method)
(cornac.data.TrainSet method)
(cornac.data.testset.TestSet method)
(cornac.data.trainset.TrainSet method)
GraphModule (class in cornac.data)
(class in cornac.data.graph)
H
HPF (class in cornac.models.hpf.recom_hpf)
I
IBPR (class in cornac.models.ibpr.recom_ibpr)
idx_iter() (cornac.data.TrainSet static method)
(cornac.data.trainset.TrainSet static method)
iid_list (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
ImageModule (class in cornac.data)
(class in cornac.data.image)
is_unk_item() (cornac.data.TrainSet method)
(cornac.data.trainset.TrainSet method)
is_unk_user() (cornac.data.TrainSet method)
(cornac.data.trainset.TrainSet method)
item_iter() (cornac.data.MatrixTrainSet method)
(cornac.data.trainset.MatrixTrainSet method)
L
load() (cornac.data.text.Vocabulary class method)
load_100k() (in module cornac.datasets.movielens)
load_1m() (in module cornac.datasets.movielens)
load_context() (in module cornac.datasets.amazon_office)
load_data() (in module cornac.datasets.netflix)
(in module cornac.datasets.tradesy)
load_data_small() (in module cornac.datasets.netflix)
load_feature() (in module cornac.datasets.tradesy)
load_plot() (in module cornac.datasets.movielens)
load_rating() (in module cornac.datasets.amazon_office)
M
MAE (class in cornac.metrics)
MatrixTrainSet (class in cornac.data)
(class in cornac.data.trainset)
MF (class in cornac.models.mf.recom_mf)
MRR (class in cornac.metrics)
MultimodalTestSet (class in cornac.data)
(class in cornac.data.testset)
MultimodalTrainSet (class in cornac.data)
(class in cornac.data.trainset)
N
name (cornac.metrics.MAE attribute)
(cornac.metrics.RMSE attribute)
NCRR (class in cornac.metrics)
NDCG (class in cornac.metrics)
num_items (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
num_users (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
O
OnlineIBPR (class in cornac.models.online_ibpr.recom_online_ibpr)
P
PCRL (class in cornac.models.pcrl.recom_pcrl)
PMF (class in cornac.models.pmf.recom_pmf)
Precision (class in cornac.metrics)
R
RatioSplit (class in cornac.eval_methods.ratio_split)
raw_iid_list (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
raw_uid_list (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
read_ui() (in module cornac.data.reader)
read_uir() (in module cornac.data.reader)
Recall (class in cornac.metrics)
RMSE (class in cornac.metrics)
S
save() (cornac.data.text.Vocabulary method)
score (cornac.models.bpr.recom_bpr.BPR attribute)
(cornac.models.mf.recom_mf.MF attribute)
score() (cornac.models.c2pf.recom_c2pf.C2PF method)
(cornac.models.cdl.recom_cdl.CDL method)
(cornac.models.coe.recom_coe.COE method)
(cornac.models.conv_mf.recom_convmf.ConvMF method)
(cornac.models.hpf.recom_hpf.HPF method)
(cornac.models.ibpr.recom_ibpr.IBPR method)
(cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method)
(cornac.models.pcrl.recom_pcrl.PCRL method)
(cornac.models.pmf.recom_pmf.PMF method)
(cornac.models.skm.recom_skmeans.SKMeans method)
(cornac.models.vbpr.recom_vbpr.VBPR method)
SKMeans (class in cornac.models.skm.recom_skmeans)
T
TestSet (class in cornac.data)
(class in cornac.data.testset)
TextModule (class in cornac.data)
(class in cornac.data.text)
to_idx() (cornac.data.text.Vocabulary method)
to_text() (cornac.data.text.Vocabulary method)
tokenize() (cornac.data.text.BaseTokenizer method)
(cornac.data.text.Tokenizer method)
Tokenizer (class in cornac.data.text)
TrainSet (class in cornac.data)
(class in cornac.data.trainset)
transform() (cornac.data.text.CountVectorizer method)
U
uid_list (cornac.data.TrainSet attribute)
(cornac.data.trainset.TrainSet attribute)
uij_iter() (cornac.data.MatrixTrainSet method)
(cornac.data.trainset.MatrixTrainSet method)
uir_iter() (cornac.data.MatrixTrainSet method)
(cornac.data.trainset.MatrixTrainSet method)
user_iter() (cornac.data.MatrixTrainSet method)
(cornac.data.trainset.MatrixTrainSet method)
users (cornac.data.TestSet attribute)
(cornac.data.testset.TestSet attribute)
V
VBPR (class in cornac.models.vbpr.recom_vbpr)
Vocabulary (class in cornac.data.text)
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