Index

_

_load() (Dummy method) (DummyGraph method) (Electricity method) (ETTh1 method) (ETTh2 method) (ETTm1 method) (ETTm2 method) (ExchangeRate method) (ILI method) (SolarEnergy method) (Traffic method) (Weather method)

_load_static_graph() (DummyGraph method) _process() (ETTh2 method) (ETTm1 method) (ETTm2 method)

A

AnomalyLoader (class in torch_timeseries.dataloader)

B

batch_size (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute)

D

dataset (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute) download() (Dummy method) (DummyGraph method) (Electricity method) (ETTh1 method) (ETTh2 method) (ETTm1 method) (ETTm2 method) (ExchangeRate method) (ILI method) (SolarEnergy method) (Traffic method) (Weather method)

dtype (SlidingWindowTS attribute) Dummy (class in torch_timeseries.dataset) DummyGraph (class in torch_timeseries.dataset)

E

Electricity (class in torch_timeseries.dataset) ETTh1 (class in torch_timeseries.dataset) ETTh2 (class in torch_timeseries.dataset)

ETTm1 (class in torch_timeseries.dataset) ETTm2 (class in torch_timeseries.dataset) ExchangeRate (class in torch_timeseries.dataset)

F

file_name (SolarEnergy attribute) freq (Dummy attribute) (DummyGraph attribute) (Electricity attribute) (ETTh1 attribute) (ETTh2 attribute) (ETTm1 attribute) (ETTm2 attribute) (ExchangeRate attribute) (ILI attribute) (MaskTS attribute) (SlidingWindowTS attribute) (SolarEnergy attribute) (Traffic attribute) (Weather attribute)

H

horizon (SlidingWindow attribute) (SlidingWindowTS attribute)

I

ILI (class in torch_timeseries.dataset)

L

length (Dummy attribute) (DummyGraph attribute) (Electricity attribute) (ETTh1 attribute) (ETTh2 attribute) (ETTm1 attribute) (ETTm2 attribute) (ExchangeRate attribute) (ILI attribute) (SolarEnergy attribute) (Traffic attribute) (Weather attribute)

M

M4 (class in torch_timeseries.dataset) mask_rate (MaskTS attribute) MaskTimeFeatureSet (class in torch_timeseries.dataloader)

MaskTS (class in torch_timeseries.dataloader) MaxAbsScaler (class in torch_timeseries.scaler) MSL (class in torch_timeseries.dataset)

N

name (Dummy attribute) (DummyGraph attribute) (Electricity attribute) (ETTh1 attribute) (ETTh2 attribute) (ETTm1 attribute) (ETTm2 attribute) (ExchangeRate attribute) (ILI attribute) (SolarEnergy attribute) (Traffic attribute) (Weather attribute) num_classes (UEA attribute) num_features (Dummy attribute) (DummyGraph attribute) (Electricity attribute) (ETTh1 attribute) (ETTh2 attribute) (ETTm1 attribute) (ETTm2 attribute) (ExchangeRate attribute) (ILI attribute) (SolarEnergy attribute) (Traffic attribute) (Weather attribute)

num_worker (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute)

P

PSM (class in torch_timeseries.dataset)

S

scale_in_train (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) scaler (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute) shuffle_train (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute)

SlidingWindow (class in torch_timeseries.dataloader) SlidingWindowTS (class in torch_timeseries.dataloader) SMAP (class in torch_timeseries.dataset) SMD (class in torch_timeseries.dataset) SolarEnergy (class in torch_timeseries.dataset) StandardScaler (class in torch_timeseries.scaler) steps (SlidingWindow attribute) (SlidingWindowTS attribute) SWaT (class in torch_timeseries.dataset)

T

test_df (UEA attribute) test_labels (UEA attribute) test_loader (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) test_ratio (SlidingWindow attribute) (SlidingWindowTS attribute) time_enc (MaskTS attribute) (SlidingWindowTS attribute)

Traffic (class in torch_timeseries.dataset) train_df (UEA attribute) train_labels (UEA attribute) train_loader (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) train_ratio (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute)

U

UEA (class in torch_timeseries.dataset) UEAClassification (class in torch_timeseries.dataloader)

uniform_eval (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute)

V

val_loader (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute)

val_ratio (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute)

W

Weather (class in torch_timeseries.dataset) window (MaskTS attribute) (SlidingWindow attribute) (SlidingWindowTS attribute) (UEAClassification attribute)

windows (ETTh1 attribute)