Hello MAPIE team
Been happily using MAPIE for a while now. Filling this because I'm not sure if the regression is intended from the 0.9.0 release or not.
Describe the bug
Failing to load previously trained MAPIE models
ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'
To Reproduce
- Trained MapieRegressor instanced over LinearRegression and RandomForest using
MAPIE==0.8.4
- Pickled them with joblib
- Loading them to memory again with
MAPIE < 0.9.0 (up to 0.8.6) works fine
- With MAPIE 0.9.0 I get this error: ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'
Expected behavior
A clear and concise description of what you expected to happen.
Screenshots
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Desktop (please complete the following information):
- OS: Ubuntu on WSL Windows 11
- Browser Firefox
- MAPIE Version work with 0.8.6, breaks with 0.9.0
- Python version: tested with 3.12.5
Additional context
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