LTSF-Linear
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cure-lab
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Why don't you include the [temporal fusion transformer (TFT)](https://arxiv.org/abs/1912.09363) in your benchmarks of transformer models ? It is already available in some libraries: - https://unit8co.github.io/darts/examples/13-TFT-examples.html - https://pytorch-forecasting.readthedocs.io/en/stable/tutorials/stallion.html It is one...
- Move requirements to `pyproject.toml` - Move python modules to `ltsf_linear` - Update paths - Add download script for datasets
When I run pred function, ı take this error. :S Found array expected dim 3. None expected
Dear authors, Since NLinear and DLinear only apply additional linear operations (subtract last and moving average) on top of Linear which does not include any non-linearity. We would get the...
Could you please provide a setup notebook to run this in Google Colab?
@mixiancmx sir, in training using run_longexp.py, the freq parameter has no effect on the results, I got same results by freq='5h', freq='h', freq='5min' on ADAUSDT dataset which has time index...
Use stat_ model gbrt to test ETTm1 , the test result is a horizontal line。I don't know the reason for this result? Could you give me some information？
当args.use_gpu = True 的时候；exp = Exp(args) 会需要十几分钟来运行，我试了windows Linux都是这样。想问一下作者可能的原因。
