TODOs & HOWTOs - Githubissues

zezhishao / BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

Apache License 2.0

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TODOs & HOWTOs #94

Closed zezhishao closed 7 months ago

zezhishao commented 7 months ago

How-Tos

[ ] How to add new datasets.
[ ] How to config the config file.
[ ] How to inference and save the inference results.
[ ] How to customize loss function.

ToDos

Add more baselines:

[ ] Add DeepAR
[ ] Add LightGBM
[x] Add NHiTS
[ ] Add GRU
[x] Add STGODE
[ ] Add SCINet
[x] Add STSGCN❌, STFGCN❌ (They are built on MXNet)
[ ] Add SCINet
[ ] Add TimesNet
[ ] Add Vanilla Transformer
[ ] Add GPTs for Time Series

Add more datasets:

[ ] Add M4, M5, and M6 datasets.

Others:

[ ] Add AutoML.