| --- |
| library_name: pytorch |
| tags: |
| - time-series |
| - forecasting |
| - linearpfn |
| --- |
| |
| # LinearPFN |
|
|
| This model hosts the public LinearPFN weights for the GitHub repository: [https://github.com/longthangvu/LinearPFN](https://github.com/longthangvu/LinearPFN). |
|
|
| - seq_len: 96 |
| - pred_len: 96 |
| - checkpoint: best_model.pt |
| - config: run_config.json |
|
|
| Zero-shot forecasting results on [TSLib datasets](https://github.com/thuml/Time-Series-Library): |
|
|
| | Dataset | MSE | MAE | |
| | --- | ---: | ---: | |
| | electricity | 0.30975318 | 0.38683423 | |
| | ETTh1 | 0.0679849 | 0.1959967 | |
| | ETTh2 | 0.12804282 | 0.27522495 | |
| | ETTm1 | 0.03448291 | 0.13719921 | |
| | ETTm2 | 0.08038426 | 0.20534784 | |
| | exchange | 0.12550306 | 0.26700076 | |
| | traffic | 0.24860084 | 0.34372288 | |
| | weather | 0.001456768 | 0.030810302 | |
|
|
