Index

_

__init__() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo method) (ucas_dm.prediction_algorithms.baseline.BaseLineAlgo method) (ucas_dm.prediction_algorithms.collaborate_based_algo.CollaborateBasedAlgo method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) (ucas_dm.prediction_algorithms.nmf.NMF method) (ucas_dm.prediction_algorithms.topic_based_algo.InitialParams method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method) (ucas_dm.utils.Evaluator method) _build_user_model() (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method)

_calc_dim_average() (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo static method) _generate_item_vector() (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method) _generate_retrieval_model() (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) _init_surprise_model() (ucas_dm.prediction_algorithms.collaborate_based_algo.CollaborateBasedAlgo method) (ucas_dm.prediction_algorithms.nmf.NMF method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method) _log_to_file() (ucas_dm.utils.Evaluator static method) _rebuild_vector() (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo static method) _vector_normalize() (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo static method)

B

BaseAlgo (class in ucas_dm.prediction_algorithms.base_algo)

BaseLineAlgo (class in ucas_dm.prediction_algorithms.baseline) build_tf_idf() (ucas_dm.preprocess.preprocess.PreProcessor class method)

C

CollaborateBasedAlgo (class in ucas_dm.prediction_algorithms.collaborate_based_algo)

ContentBasedAlgo (class in ucas_dm.prediction_algorithms.content_based_algo)

E

evaluate() (ucas_dm.utils.Evaluator method) Evaluator (class in ucas_dm.utils)

extract_news() (ucas_dm.preprocess.preprocess.PreProcessor method) extract_view_log() (ucas_dm.preprocess.preprocess.PreProcessor method)

G

generate_tokens() (ucas_dm.preprocess.preprocess.PreProcessor class method)

I

InitialParams (class in ucas_dm.prediction_algorithms.topic_based_algo)

L

load() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo class method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo class method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo class method) (ucas_dm.prediction_algorithms.topic_based_algo.InitialParams class method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo class method)

N

NMF (class in ucas_dm.prediction_algorithms.nmf)

P

predict() (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method)

preprocess() (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo class method) PreProcessor (class in ucas_dm.preprocess.preprocess)

S

save() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method) (ucas_dm.prediction_algorithms.topic_based_algo.InitialParams method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method)

SurpriseBaseAlgo (class in ucas_dm.prediction_algorithms.surprise_base_algo)

T

to_dict() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo method) (ucas_dm.prediction_algorithms.baseline.BaseLineAlgo method) (ucas_dm.prediction_algorithms.collaborate_based_algo.CollaborateBasedAlgo method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) (ucas_dm.prediction_algorithms.nmf.NMF method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method) top_k_recommend() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo method) (ucas_dm.prediction_algorithms.baseline.BaseLineAlgo method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method)

TopicBasedAlgo (class in ucas_dm.prediction_algorithms.topic_based_algo) train() (ucas_dm.prediction_algorithms.base_algo.BaseAlgo method) (ucas_dm.prediction_algorithms.baseline.BaseLineAlgo method) (ucas_dm.prediction_algorithms.collaborate_based_algo.CollaborateBasedAlgo method) (ucas_dm.prediction_algorithms.content_based_algo.ContentBasedAlgo method) (ucas_dm.prediction_algorithms.surprise_base_algo.SurpriseBaseAlgo method) (ucas_dm.prediction_algorithms.topic_based_algo.TopicBasedAlgo method)

U

ucas_dm.prediction_algorithms.base_algo (module) ucas_dm.prediction_algorithms.baseline (module) ucas_dm.prediction_algorithms.collaborate_based_algo (module) ucas_dm.prediction_algorithms.content_based_algo (module)

ucas_dm.prediction_algorithms.nmf (module) ucas_dm.prediction_algorithms.surprise_base_algo (module) ucas_dm.prediction_algorithms.topic_based_algo (module) ucas_dm.preprocess.preprocess (module) ucas_dm.utils (module)