5 Commits

Author SHA1 Message Date
Xueqing Liu
eeaf5b5963
space -> main (#148)
* subspace in flow2

* search space and trainable from AutoML

* experimental features: multivariate TPE, grouping, add_evaluated_points

* test experimental features

* readme

* define by run

* set time_budget_s for bs

Co-authored-by: liususan091219 <Xqq630517>

* version

* acl

* test define_by_run_func

* size

* constraints

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-08-02 16:10:26 -07:00
Eduardo Büll
46752083a2
fix UnboundLocalError in tune.run (#142) (#145)
Fix UnboundLocalError exception in tune.run when training_function returns a value.

Resolves #142
2021-08-01 17:55:38 -07:00
Qingyun Wu
e24265ee5d
automl fit with starting points (#141)
* add starting point in fit

* add estimator best config

* add test

* add doc string

* when there are multiple points_to_evaluate in CFO, use the best one to start local search; after that use low cost partial config as the start point; then, remove the points whose performance is worse than the converged, and start local search from the remaining ones ordered by their performance.

Co-authored-by: Qingyun Wu <qingyunwu@Qingyuns-MacBook-Pro-2.local>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-07-31 13:39:31 -07:00
Chi Wang
b3bb00966d
coverage (#135)
* coverage

* readme

* timeout
2021-07-20 17:00:44 -07:00
Chi Wang
0925e2b308
constraints (#88)
* pre-training constraints

* metric constraints after training
2021-05-18 15:57:42 -07:00