Daniel Grindrod 5a74227bc3 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>

2024-11-01 10:06:15 +08:00

..

.Docker

fix a bug when using ray & update ray on aml (#455)

2022-02-11 20:14:10 -08:00

autogen

configure & apply pyupgrade with py3.8+ (#1333)

2024-08-12 02:54:18 +00:00

automl

Flaml: fix lgbm reproducibility (#1369)

2024-11-01 10:06:15 +08:00

default

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

nlp

configure & apply pyupgrade with py3.8+ (#1333)

2024-08-12 02:54:18 +00:00

nni

configure & apply pyupgrade with py3.8+ (#1333)

2024-08-12 02:54:18 +00:00

pipeline_tuning_example

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

ray

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

spark

Improve mlflow integration and add more models (#1331)

2024-08-13 07:53:47 +00:00

tune

configure & apply pyupgrade with py3.8+ (#1333)

2024-08-12 02:54:18 +00:00

__init__.py

v0.1.0

2020-12-04 09:40:27 -08:00

conftest.py

test: Adding tests to verify model reproducibility (#1362)

2024-10-12 09:53:16 +08:00

default_lgbm.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

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default_xgb.py

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2024-03-12 21:28:57 +00:00

load_args.py

Refactor into automl subpackage (#809)

2022-12-06 15:46:08 -05:00

object_store.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

rank.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

reg.py

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rep.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

run_distribute_automl.py

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run_distribute_tune.py

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run_electra.py

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test_autovw.py

configure & apply pyupgrade with py3.8+ (#1333)

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test_conda_distribution.py

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test_gpu.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

2024-03-12 21:28:57 +00:00

test_model.py

[ENH] Add support for sklearn HistGradientBoostingEstimator (#1230)

2023-10-31 14:45:23 +00:00

test_version.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

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tune_example.py

Add ruff sort to pre-commit and sort imports in the library (#1259)

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