Index

A

adjacent_to_laplacian() (UCTB.preprocess.GraphGenerator.GraphGenerator static method)

AM (UCTB.preprocess.GraphGenerator.GraphGenerator attribute)

C

chooseNormalizer() (in module UCTB.preprocess.preprocessor)

correlation_adjacent() (UCTB.preprocess.GraphGenerator.GraphGenerator static method)

D

daily_slots (UCTB.dataset.data_loader.NodeTrafficLoader attribute) data (UCTB.dataset.dataset.DataSet attribute)

DataSet (class in UCTB.dataset.dataset) dataset (UCTB.dataset.data_loader.NodeTrafficLoader attribute) distance_adjacent() (UCTB.preprocess.GraphGenerator.GraphGenerator method)

E

external_dim (UCTB.dataset.data_loader.NodeTrafficLoader attribute)

G

GraphGenerator (class in UCTB.preprocess.GraphGenerator)

H

haversine() (UCTB.preprocess.GraphGenerator.GraphGenerator static method)

HM (class in UCTB.model.HM)

I

interaction_adjacent() (UCTB.preprocess.GraphGenerator.GraphGenerator static method) inverse_transform() (UCTB.preprocess.preprocessor.MaxMinNormalizer method) (UCTB.preprocess.preprocessor.WhiteNormalizer method) (UCTB.preprocess.preprocessor.ZscoreNormalizer method)

is_valid_date() (in module UCTB.preprocess.time_utils) is_work_day_america() (in module UCTB.preprocess.time_utils) is_work_day_china() (in module UCTB.preprocess.time_utils)

L

LM (UCTB.preprocess.GraphGenerator.GraphGenerator attribute)

M

mae() (in module UCTB.evaluation.metric) make_concat() (UCTB.dataset.data_loader.NodeTrafficLoader method) mape() (in module UCTB.evaluation.metric) MaxMinNormalizer (class in UCTB.preprocess.preprocessor) merge_data() (UCTB.dataset.dataset.DataSet method) MergeIndex (UCTB.dataset.dataset.DataSet attribute) MergeWay (UCTB.dataset.dataset.DataSet attribute) module UCTB.dataset.data_loader UCTB.dataset.dataset UCTB.evaluation.metric UCTB.model.HM UCTB.preprocess.GraphGenerator UCTB.preprocess.preprocessor UCTB.preprocess.time_utils

move_sample() (UCTB.preprocess.preprocessor.ST_MoveSample method)

N

node_monthly_interaction (UCTB.dataset.dataset.DataSet attribute) node_station_info (UCTB.dataset.dataset.DataSet attribute)

node_traffic (UCTB.dataset.dataset.DataSet attribute) NodeTrafficLoader (class in UCTB.dataset.data_loader) Normalizer (class in UCTB.preprocess.preprocessor)

P

predict() (UCTB.model.HM.HM method)

R

rmse() (in module UCTB.evaluation.metric)

S

scaled_Laplacian_ASTGCN() (in module UCTB.preprocess.GraphGenerator) scaled_laplacian_STGCN() (in module UCTB.preprocess.GraphGenerator) smape() (in module UCTB.evaluation.metric) split_data() (UCTB.preprocess.preprocessor.SplitData static method)

split_feed_dict() (UCTB.preprocess.preprocessor.SplitData static method) SplitData (class in UCTB.preprocess.preprocessor) ST_MoveSample (class in UCTB.preprocess.preprocessor) station_number (UCTB.dataset.data_loader.NodeTrafficLoader attribute)

T

time_fitness (UCTB.dataset.dataset.DataSet attribute) time_range (UCTB.dataset.dataset.DataSet attribute) train_closeness (UCTB.dataset.data_loader.NodeTrafficLoader attribute) train_y (UCTB.dataset.data_loader.NodeTrafficLoader attribute) transform() (UCTB.preprocess.preprocessor.MaxMinNormalizer method) (UCTB.preprocess.preprocessor.WhiteNormalizer method) (UCTB.preprocess.preprocessor.ZscoreNormalizer method)

trunc_mae() (in module UCTB.evaluation.metric) trunc_rmse() (in module UCTB.evaluation.metric) trunc_smape() (in module UCTB.evaluation.metric)

U

UCTB.dataset.data_loader module UCTB.dataset.dataset module UCTB.evaluation.metric module UCTB.model.HM module

UCTB.preprocess.GraphGenerator module UCTB.preprocess.preprocessor module UCTB.preprocess.time_utils module

W

WhiteNormalizer (class in UCTB.preprocess.preprocessor)

Z

ZscoreNormalizer (class in UCTB.preprocess.preprocessor)