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e24265ee5ddf9a65ab6794dad296f04718aadefd
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3 Commits

Author SHA1 Message Date
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