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I have been working for some time with Temporal Fusion Transformers from pytorch_forecasting and I was facing an annoying tradeoff:
My validation set was too short meaning it was not representativ…
Seam8 updated
5 months ago
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We are currently planning a maintenance handover of `pytorch-forecasting` to `sktime`. Both packages will remain separate, with `pytorch-forecasting` on the "models" level, and `sktime` providing fram…
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https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
## Motivations
* We want a solar PV forecasting model which:
* Can handle large inputs (e.g. the whol…
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There is another issue on python 3.10-3.12, tests crash with this:
```
Windows fatal exception: code 0xc0000374
Thread 0x000002c4 (most recent call first):
File "C:\hostedtoolcache\windows\P…
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- PyTorch-Forecasting version: 0.10.2
- PyTorch version: 1.11.0
- Python version: 3.9.12
- Operating System: Windows 7
### Expected behavior
I executed code like in the tutorial [Demand fore…
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- PyTorch-Forecasting version: 0.10.2
- PyTorch version1.13.0
- Python version: 3.9.15
- Operating System: Ubuntu 22.04.1 LTS
### Expected behavior
I executed TimeSeriesDataSet with a len 1 …
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- PyTorch-Forecasting version: 0.8.3
- PyTorch-Lightning version: 1.1.8
- Python version: 3.8.1
- Operating System: macOS Big Sur 11.2.1
First of all, thanks for the amazing work on this package…
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hi , thanks for your great work!
I want to increase the range, [-15.0, -30.0, -2.0, 60.0, 30.0, 2.0], I modified "MapTRNMSFreeCoder" and point_cloud_range, but the result is not very good, can you gi…
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This is the first step of the "new ML research direction" outlined in issue #7.
TODO:
- [x] find a PV system with shading issues
- [ ] predict PV power using:
- [x] pvlib fed with clearsky i…
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- PyTorch-Forecasting version: 0.9.0
- PyTorch version: 1.9.0+cu102
- Python version: 3.7.4
- Operating System: Windows 10 Pro
### Expected behavior
I have a dataframe of over 2000 items, and…