5 Commits

Author SHA1 Message Date
Xueqing Liu
5f97532986
adding evaluation (#495)
* adding automl.score

* fixing the metric name in train_with_config

* adding pickle after score

* fixing a bug in automl.pickle
2022-03-25 17:00:08 -04:00
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
c57954fbbd
include default value in rf search space (#317)
* include default value in rf search space

* init _mem_per_iter with -1

* bump version to 0.8.2

* docstr for search space's arguments
2021-12-03 09:15:21 -08:00
Chi Wang
85e21864ce
test -> val; docstr (#300)
* rename test -> val in custom metric function
* add an example in docstr
resolve #299
2021-11-22 22:17:29 -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