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Pull request overview
This PR enables level-based prediction intervals for the PatchTST-FM foundation model by removing the explicit guard that previously rejected level, and updates the model-level tests accordingly.
Changes:
- Remove
ValueErrorthat blockedlevelinPatchTST-FM’sforecast(). - Update
test_using_levelso PatchTST-FM is no longer treated as a “levels unsupported” model. - Modify
pyproject.tomloptional dependency declarations (currently introduces a duplication issue).
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated 1 comment.
| File | Description |
|---|---|
timecopilot/models/foundation/patchtst_fm.py |
Removes the hard-coded rejection of level to allow interval outputs via QuantileConverter. |
tests/models/test_models.py |
Updates the “levels unsupported” model list to include PatchTST-FM in the positive path. |
pyproject.toml |
Adds a duplicated [project.optional-dependencies] table (needs correction). |
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AzulGarza
approved these changes
Apr 20, 2026
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Adds support for levels when using PatchTST-FM.
The quantile fix for #328 resolved the main issue that occurred when adding level support for PatchTST-FM, all that was left is removing a couple lines.
This should close #316.
TODO: