https://github.com/realiti4/tft-pytorch
Pytorch Temporal Fusion Transformers
https://github.com/realiti4/tft-pytorch
data-science deep-learning forecasting machine-learning pytorch time-series timeseries-forecasting
Last synced: 4 months ago
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Pytorch Temporal Fusion Transformers
- Host: GitHub
- URL: https://github.com/realiti4/tft-pytorch
- Owner: realiti4
- Created: 2021-11-29T21:26:09.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-09T07:04:09.000Z (over 4 years ago)
- Last Synced: 2025-06-28T23:09:03.707Z (about 1 year ago)
- Topics: data-science, deep-learning, forecasting, machine-learning, pytorch, time-series, timeseries-forecasting
- Language: Python
- Homepage:
- Size: 152 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# tft-pytorch
Pytorch Temporal Fusion Transformers
WIP:
- Check `model.py` for now. It is working but messy.
- Check `data_formatters/script_download_data.py` to download datasets. See the last 2 lines and change the name to download which dataset you want to download, then run it.
The main model is taken from pytorch-forecasting. The problem with libraries like that it can be really hard to debug what is going on if you want to understand. I also couldn't replicate the original results. This repo is great if you want more control over your data processing and understand the implementation.