7 Commits

Author SHA1 Message Date
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
Xueqing Liu
42de3075e9
Make NLP tasks available from AutoML.fit() (#210)
Sequence classification and regression: "seq-classification" and "seq-regression"

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-11-16 11:06:20 -08:00
Chi Wang
92ebd1f7f9
when max_iter=1, skip search only if retrain_final (#280)
* when max_iter=1, skip search only if retrain_final

* remove nlp
redesign in #210

* minor change in readme example
2021-11-09 21:51:23 -08:00
Chi Wang
339eb80f44
variable name (#187) 2021-09-04 20:28:37 -07:00
Xueqing Liu
d40993d920
apidoc (#116)
* fixing apidoc errors

Co-authored-by: Chi Wang (MSR) <wang.chi@microsoft.com>
Co-authored-by: liususan091219 <Xqq630517>
2021-06-19 19:09:49 -07:00
Xueqing Liu
926589bdda
exception, coverage for autohf (#106)
* increase coverage

* fixing exception messages

* fixing import
2021-06-14 14:11:40 -07:00
Xueqing Liu
a4049ad9b6
autohf (#43)
automate huggingface transformer
2021-06-09 08:37:03 -07:00