4 Commits

Author SHA1 Message Date
すずまる
6270353458
support ROC and AUC for multi-class classification (#170)
* support ROC and AUC for multi-class classification

* add a test case to cover ROC and AUC for multi-class classification
2021-08-22 15:16:10 -07:00
Qingyun Wu
10082b9262
v0.5.12 (#150)
* remove extra comma

* exclusive bound

* log file name

* add cost to space

* dataset_format

* add load_openml_dataset test

* docstr

* revise test format

* simplify restore

* order categories

* openml server exception in test

* process space

* add warning

* log format

* reduce n_cpu

* nested space

* hierarchical search space for CFO

* non hierarchical for bs

* unflatten hierarchical config

* connection error

* random sample

* config signature

* check ray version

* preprocess numpy array

* catboost preprocess

* time budget

* seed, verbose, hpo_method

* test cfocat

* shallow copy in flatten_dict
prevent lgbm model duplication

* match estimator name

* quantize and log

* test qloguniform and qrandint

* test qlograndint

* thread.running

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyunwu@Qingyuns-MacBook-Pro-2.local>
2021-08-11 23:02:22 -07:00
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
Chi Wang
b3bb00966d
coverage (#135)
* coverage

* readme

* timeout
2021-07-20 17:00:44 -07:00