FLAML/flaml/automl
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
..
contrib [ENH] Add support for sklearn HistGradientBoostingEstimator (#1230) 2023-10-31 14:45:23 +00:00
nlp configure & apply pyupgrade with `py3.8+` (#1333) 2024-08-12 02:54:18 +00:00
spark Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67) (#1371) 2024-10-29 11:58:40 +08:00
task Remove outdated comment (#1366) 2024-10-24 12:17:21 +08:00
time_series Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67) (#1371) 2024-10-29 11:58:40 +08:00
__init__.py Support logger_formatter without automl dependencies (#1356) 2024-09-21 20:04:46 +08:00
automl.py Improve mlflow integration and add more models (#1331) 2024-08-13 07:53:47 +00:00
data.py Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67) (#1371) 2024-10-29 11:58:40 +08:00
logger.py
ml.py Improve mlflow integration and add more models (#1331) 2024-08-13 07:53:47 +00:00
model.py Flaml: fix lgbm reproducibility (#1369) 2024-11-01 10:06:15 +08:00
state.py Improve mlflow integration and add more models (#1331) 2024-08-13 07:53:47 +00:00
training_log.py configure & apply pyupgrade with `py3.8+` (#1333) 2024-08-12 02:54:18 +00:00