DRecPy
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DRecPy.Dataset package
DRecPy.Recommender package
DRecPy.Sampler package
DRecPy.Evaluation package
DRecPy
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B
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C
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D
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M
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R
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V
A
add_epoch_callback_result() (DRecPy.Evaluation.loss_tracker.LossTracker method)
add_epoch_loss() (DRecPy.Evaluation.loss_tracker.LossTracker method)
aggregation (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
apply() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
assign_internal_ids() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
available_datasets() (in module DRecPy.Dataset.integrated_datasets)
AveragePrecision (class in DRecPy.Evaluation.Metrics.ranking)
B
BaseKNN (class in DRecPy.Recommender.Baseline.base_knn)
C
Caser (class in DRecPy.Recommender.caser)
CDAE (class in DRecPy.Recommender.cdae)
close() (DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
copy() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
count_unique() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
D
DatabaseInteractionDataset (class in DRecPy.Dataset.db_dataset)
DatasetReadConfig (class in DRecPy.Dataset.integrated_datasets)
DCG (class in DRecPy.Evaluation.Metrics.ranking)
display_graph() (DRecPy.Evaluation.loss_tracker.LossTracker method)
DMF (class in DRecPy.Recommender.dmf)
download_dataset() (in module DRecPy.Dataset.integrated_datasets)
DRecPy.Dataset.dataset_abc (module)
DRecPy.Dataset.dataset_factory (module)
DRecPy.Dataset.db_dataset (module)
DRecPy.Dataset.integrated_datasets (module)
DRecPy.Dataset.mem_dataset (module)
DRecPy.Evaluation.loss_tracker (module)
DRecPy.Evaluation.Metrics.ranking (module)
DRecPy.Evaluation.Metrics.regression (module)
DRecPy.Evaluation.Processes.predictive_evaluation (module)
DRecPy.Evaluation.Processes.ranking_evaluation (module)
DRecPy.Evaluation.Processes.recommendation_evaluation (module)
DRecPy.Evaluation.Splits.leave_k_out (module)
DRecPy.Evaluation.Splits.matrix_split (module)
DRecPy.Evaluation.Splits.random_split (module)
DRecPy.Recommender.Baseline.base_knn (module)
DRecPy.Recommender.Baseline.item_knn (module)
DRecPy.Recommender.Baseline.user_knn (module)
DRecPy.Recommender.caser (module)
DRecPy.Recommender.cdae (module)
DRecPy.Recommender.dmf (module)
DRecPy.Recommender.recommender_abc (module)
DRecPy.Sampler.point_sampler (module)
drop() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
E
exists() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
F
fit() (DRecPy.Recommender.recommender_abc.RecommenderABC method)
FScore (class in DRecPy.Evaluation.Metrics.ranking)
G
get_dataset() (in module DRecPy.Dataset.integrated_datasets)
get_epoch_avg_loss() (DRecPy.Evaluation.loss_tracker.LossTracker method)
get_full_dataset() (in module DRecPy.Dataset.integrated_datasets)
get_test_dataset() (in module DRecPy.Dataset.integrated_datasets)
get_train_dataset() (in module DRecPy.Dataset.integrated_datasets)
H
HitRatio (class in DRecPy.Evaluation.Metrics.ranking)
I
iid_to_item() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
InteractionDatasetABC (class in DRecPy.Dataset.dataset_abc)
InteractionsDatasetFactory (class in DRecPy.Dataset.dataset_factory)
item_to_iid() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
ItemKNN (class in DRecPy.Recommender.Baseline.item_knn)
K
k (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
L
leave_k_out() (in module DRecPy.Evaluation.Splits.leave_k_out)
load() (DRecPy.Recommender.recommender_abc.RecommenderABC static method)
LossTracker (class in DRecPy.Evaluation.loss_tracker)
M
m (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
MAE (class in DRecPy.Evaluation.Metrics.regression)
matrix_split() (in module DRecPy.Evaluation.Splits.matrix_split)
max() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
MemoryInteractionDataset (class in DRecPy.Dataset.mem_dataset)
min() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
MSE (class in DRecPy.Evaluation.Metrics.regression)
N
NDCG (class in DRecPy.Evaluation.Metrics.ranking)
null_interaction_pair_generator() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
P
PointSampler (class in DRecPy.Sampler.point_sampler)
Precision (class in DRecPy.Evaluation.Metrics.ranking)
predict() (DRecPy.Recommender.recommender_abc.RecommenderABC method)
predictive_evaluation() (in module DRecPy.Evaluation.Processes.predictive_evaluation)
PredictiveMetricABC (class in DRecPy.Evaluation.Metrics.regression)
R
random_split() (in module DRecPy.Evaluation.Splits.random_split)
rank() (DRecPy.Recommender.recommender_abc.RecommenderABC method)
ranking_evaluation() (in module DRecPy.Evaluation.Processes.ranking_evaluation)
RankingMetricABC (class in DRecPy.Evaluation.Metrics.ranking)
read_df() (DRecPy.Dataset.dataset_factory.InteractionsDatasetFactory static method)
Recall (class in DRecPy.Evaluation.Metrics.ranking)
ReciprocalRank (class in DRecPy.Evaluation.Metrics.ranking)
recommend() (DRecPy.Recommender.recommender_abc.RecommenderABC method)
recommendation_evaluation() (in module DRecPy.Evaluation.Processes.recommendation_evaluation)
RecommenderABC (class in DRecPy.Recommender.recommender_abc)
remove_internal_ids() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
reset_epoch_losses() (DRecPy.Evaluation.loss_tracker.LossTracker method)
RMSE (class in DRecPy.Evaluation.Metrics.regression)
S
sample() (DRecPy.Sampler.point_sampler.PointSampler method)
sample_negative() (DRecPy.Sampler.point_sampler.PointSampler method)
sample_one() (DRecPy.Sampler.point_sampler.PointSampler method)
sample_positive() (DRecPy.Sampler.point_sampler.PointSampler method)
save() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
(DRecPy.Recommender.recommender_abc.RecommenderABC method)
select() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
select_item_interaction_vec() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
select_one() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
select_random_generator() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
select_user_interaction_vec() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
shrinkage (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
sim_metric (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
U
uid_to_user() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
unique() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
use_averages (DRecPy.Recommender.Baseline.base_knn.BaseKNN attribute)
user_to_uid() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
UserKNN (class in DRecPy.Recommender.Baseline.user_knn)
V
values() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
(DRecPy.Dataset.db_dataset.DatabaseInteractionDataset method)
(DRecPy.Dataset.mem_dataset.MemoryInteractionDataset method)
values_list() (DRecPy.Dataset.dataset_abc.InteractionDatasetABC method)
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