Adding a new feature

About this Version

Added ep (=current epoch) to progress bar.

Fixing a bug

About this Release

fixing index bug on API

Fixing a small bug

About this Version

fixed input args of Seq2Seq

Adding APIs

About this Version

added some APIs in tsts/apis
added PRETRAIN arg
fixed some bugs
fixed SCINet node bug
added example config
updated docs
updated README

Adding New Tools

About this Version

• New Tools

Added tools/train.py and tools/test.py for training and test easily

• Data Augmentation

Added a new feature for data augmentation

• Bug Fixing

Fixed a few minor bugs

Bug Fixing & New Feature

About this version

• Fixed bias bug on predict method
• Fixed localscaler bug (wrong dimension)
• Added random dataset sample feature
• Updated SCINet

New Model

About this Version

Added SCINet and the results

Adding new modules

About this Version

• Added new tutorial
• Added new optimizers: AdamW and SAM
• Added new local scaler: HistricalInertia
• Added new losses: MAE and SmoothMAE

Bug fixing

About this Version

• Deleted ADD_LAST_STEP_VAL which is replaced by local scalers now
• Built docs

Adding local scalers

About this version

Following local scaler modules are added

• NOOP: Do nothing
• LastStep: Adding last step value
• AutoRegressiveModel: Adding output of AR model