12 Commits

Author SHA1 Message Date
jmrichardson
25ad397d55
Skip transform (#665)
* Skip transform

* Fix logic and docstring, add test

* Add period ending to skip_transform doc

* Add skip_transform to retrain_from_log method

* Update test/automl/test_classification.py

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>
2022-08-11 19:41:23 -04:00
Chi Wang
e14e909af9
Feature names and importances (#621)
* feature names and importances

* None check

* StackingClassifier has no feature_importances_

* StackingClassifier has no feature_names_in_
2022-07-10 12:25:59 -07:00
Chi Wang
c45741a67b
support latest xgboost version (#599)
* support latest xgboost version

* Update test_classification.py

* Update 

Exists problems when installing xgb1.6.1 in py3.6

* cleanup

* xgboost version

* remove time_budget_s in test

* remove redundancy

* stop support of python 3.6

Co-authored-by: zsk <shaokunzhang529@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
2022-06-21 18:59:07 -07:00
Chi Wang
f8cc38bc16
enable ensemble when using ray (#583)
* enable ensemble when using ray

* sanitize config
2022-06-10 21:28:47 -07:00
Chi Wang
1af682b7f5
update doc about scheduler exception (#564)
* update doc about scheduler exception

* remove assert
2022-05-31 17:21:57 -07:00
Chi Wang
7126b69ce0
choose n_jobs for ensemble according to n_jobs per learner (#551)
* set n_jobs in ensemble dict

* catch the ensemble error

* choose n_jobs for stacker

* clarify
2022-05-18 21:01:51 -07:00
Xueqing Liu
2a8decdc50
fix the post-processing bug in NER (#534)
* fix conll bug

* update DataCollatorForAuto

* adding label_list comments
2022-05-10 17:22:57 -04:00
Chi Wang
31ac984c4b
don't init global search with points_to_evaluate unless evaluated_rewards is provided; handle callbacks in fit kwargs (#469) 2022-03-01 18:39:16 -08:00
Chi Wang
8a44dd4318
data in csv (#430)
* data in csv

* support ray ObjectRef #365

* use object store to store data when using ray

* make lgbm tuning example a test

* homepage title
2022-01-30 19:36:41 -08:00
Chi Wang
8602def1c4
logging (#371)
* query logged runs

* mlflow log when using ray

* key check for newer version of ray #363

* catch importerror

* log and load AutoML model

* retrain if necessary when ensemble fails
2022-01-02 21:37:19 -08:00
Chi Wang
2f5d6169d3
example update (#359)
update some examples for consistencies with others.
2021-12-25 16:13:39 -08:00
Chi Wang
72caa2172d
model_history, ITER_HP, settings in AutoML(), checkpoint bug fix (#283)
if save_best_model_per_estimator is False and retrain_final is True, unfit the model after evaluation in HPO.
retrain if using ray.
update ITER_HP in config after a trial is finished.
change prophet logging level.
example and notebook update.
allow settings to be passed to AutoML constructor. Are you planning to add multi-output-regression capability to FLAML #192 Is multi-tasking allowed? #277 can pass the auotml setting to the constructor instead of requiring a derived class.
remove model_history.
checkpoint bug fix.

* model_history meaning save_best_model_per_estimator

* ITER_HP

* example update

* prophet logging level

* comment update in forecast notebook

* print format improvement

* allow settings to be passed to AutoML constructor

* checkpoint bug fix

* time limit for autohf regression test

* skip slow test on macos

* cleanup before del
2021-11-18 09:39:45 -08:00