8 Commits

Author SHA1 Message Date
Chi Wang
b4d312412a
bump ray version to 1.10 (#450)
* bump ray version to 1.10

* init ray in test

* Update setup.py to include hotfixes

Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2022-02-09 15:04:29 -08:00
Xueqing Liu
438ccaa0c9
adding catch for HTTP error (#432) 2022-01-29 22:53:32 -08:00
Xueqing Liu
4814091d87
remove redundant imports (#426)
* remove redundant imports

* getting ride of hf dataset
2022-01-24 14:24:14 -08:00
Chi Wang
569908fbe6
fix issues in logging, bug in space.py, constraint sign, and improve code coverage (#388)
* console log handler

* version update

* doc

* skippable steps

* notebook update

* constraint sign

* doc for constraints

* bug fix: define-by-run and unflatten_hierarchical

* const

* handle nested space in indexof()

* test grid search

* test suggestion

* model test

* >1 ckpts

* always increase iter count

* log total # iterations

* security patch

* make iter_per_learner consistent
2022-01-14 13:39:09 -08:00
Xueqing Liu
f41f1c2198
Logging multiple checkpoints (#394) 2022-01-12 19:50:39 -08:00
Xueqing Liu
fb59bb9928
adding TODOs for NLP module, so students can implement other tasks easier (#321)
* fixing ray pickle bug, skipping macosx bug, completing code for seqregression

* catching connectionerror

* ading TODOs for NLP module
2021-12-03 12:45:16 -05:00
Xueqing Liu
fd136b02d1
bug fix for TransformerEstimator (#293)
* fix checkpoint naming + trial id for non-ray mode, fix the bug in running test mode, delete all the checkpoints in non-ray mode

* finished testing for checkpoint naming, delete checkpoint, ray, max iter = 1

* adding predict_proba, address PR 293's comments

close #293 #291
2021-11-23 11:26:39 -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