Tags: microsoft/FLAML
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fix: KeyError no longer occurs when using groupfolds for regression t… …asks. (#1385) * fix: Now resetting indexes for regression datasets when using group folds * refactor: Simplified if statement to include all fold types * docs: Updated docs to make it clear that group folds can be used for regression tasks --------- Co-authored-by: Daniel Grindrod <daniel.grindrod@evotec.com> Co-authored-by: Li Jiang <bnujli@gmail.com>
Flaml: fix lgbm reproducibility (#1369) * fix: Fixed bug where every underlying LGBMRegressor or LGBMClassifier had n_estimators = 1 * test: Added test showing case where FLAMLised CatBoostModel result isn't reproducible * fix: Fixing issue where callbacks cause LGBM results to not be reproducible * Update test/automl/test_regression.py Co-authored-by: Li Jiang <bnujli@gmail.com> * fix: Adding back the LGBM EarlyStopping * refactor: Fix tweaked to ensure other models aren't likely to be affected * test: Fixed test to allow reproduced results to be better than the FLAML results, when LGBM earlystopping is involved --------- Co-authored-by: Daniel Grindrod <Daniel.Grindrod@evotec.com> Co-authored-by: Li Jiang <bnujli@gmail.com>
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