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XYBbo5 / D-PAD

MIT License
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where is the data and requirements? #1

Open sbrent88 opened 3 months ago

sbrent88 commented 3 months ago

Hello, Hope this finds you well. Where are the datasets? And where is the requirements.txt?

bear-two-cmd commented 3 months ago

dataseats where?

XYBbo5 commented 2 months ago

Hello, Hope this finds you well. Where are the datasets? And where is the requirements.txt?

Python 3.7 torch == 1.9.0

dataset: https://drive.google.com/drive/folders/1ohGYWWohJlOlb2gsGTeEq3Wii2egnEPR https://github.com/laiguokun/multivariate-time-series-data

CoolSpot commented 2 weeks ago

Actual dependencies (for Python 3.9): torch==1.9.0 numpy==1.26.4 pandas==2.2.3 scikit-learn==1.5.2 matplotlib==3.9.2

Training on ECL dataset provided in the comment above, with --enc_hidden=256 takes ~300 sec/epoch on RTX 2060 consuming 3.3GB of VRAM for --pred_len=96. 100 epochs (default) should take around 8 hours on this card.