3 Commits

Author SHA1 Message Date
Xueqing Liu
731afec9eb
This PR fixes the frequent NLP bugs in the other PRs (#647)
* fix nlp bug

* resetting model to electra small

* removing model_path from fit_kwargs_by_estimator
2022-07-25 17:46:33 -04:00
Qingyun Wu
b7846048dc
Allow FLAML_sample_size in starting_points (#619)
* FLAML_sample_size

* clean up

* starting_points as a list

* catch AssertionError

* per estimator sample size

* import

* per estimator min_sample_size

* Update flaml/automl.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update test/automl/test_warmstart.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* add warnings

* adding more tests

* fix a bug in validating starting points

* improve test

* revise test

* revise test

* documentation about custom_hp

* doc and efficiency

* update test

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-07-09 16:04:46 -04:00
Xueqing Liu
ca35fa969f
refactoring TransformersEstimator to support default and custom_hp (#511)
* refactoring TransformersEstimator to support default and custom_hp

* handling starting_points not in search space

* addressing starting point more than max_iter

* fixing upper < lower bug
2022-04-28 14:06:29 -04:00