6 Commits

Author SHA1 Message Date
Chi Wang
71219df6c6
notebook example (#189)
* config in result

* value can be float

* pytorch notebook example

* docker, pre-commit

* max_failure (#192); early_stop

* extend starting_points (#196)

Co-authored-by: Chi Wang (MSR) <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qw2ky@virginia.edu>
2021-09-10 16:39:16 -07:00
Qingyun Wu
a291abfab9
Cha cha (#127)
* unordered categorical

* allow cost attribute to be None

* tensorboardX version

* quote

* cfo cat

* trunc

* Update version.py

* incumbent is normalized

* python 3.9

* remove ConcurrencyLimiter

* seed

* estimator

* update autovw notebook

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qiw@microsoft.com>
2021-07-05 18:17:26 -07:00
Chi Wang
c26720c299
api doc for chacha (#105)
* api doc for chacha

* update params

* link to paper

* update dataset id

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Qingyun Wu <qiw@microsoft.com>
2021-06-11 10:25:45 -07:00
Qingyun Wu
c0be2eefe8
typo (#101) 2021-06-04 11:13:28 -07:00
Qingyun Wu
c8da829e4d
ChaCha documentation (#100)
* update readme

* naming
2021-06-04 10:52:52 -07:00
Qingyun Wu
0d3a0bfab6
Add ChaCha (#92)
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* prevent divide by zero

* test roberta

* BlendSearchTuner

* sync

* version number

* update gitignore

* delta time

* reindex columns when dropping int-indexed columns

* add seed

* add seed in Args

* merge

* init upload of ChaCha

* remove redundancy

* add back catboost

* improve AutoVW API

* set min_resource_lease in VWOnlineTrial

* docstr

* rename

* docstr

* add docstr

* improve API and documentation

* fix name

* docstr

* naming

* remove max_resource in scheduler

* add TODO in flow2

* remove redundancy in rearcher

* add input type

* adapt code from ray.tune

* move files

* naming

* documentation

* fix import error

* fix format issues

* remove cb in worse than test

* improve _generate_all_comb

* remove ray tune

* naming

* VowpalWabbitTrial

* import error

* import error

* merge test code

* scheduler import

* fix import

* remove

* import, minor bug and version

* Float or Categorical

* fix default

* add test_autovw.py

* add vowpalwabbit and openml

* lint

* reorg

* lint

* indent

* add autovw notebook

* update notebook

* update log msg and autovw notebook

* update autovw notebook

* update autovw notebook

* add available strings for model_select_policy

* string for metric

* Update vw format in flaml/onlineml/trial.py

Co-authored-by: olgavrou <olgavrou@gmail.com>

* make init_config optional

* add _setup_trial_runner and update notebook

* space

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qiw@microsoft.com>
Co-authored-by: olgavrou <olgavrou@gmail.com>
2021-06-02 22:08:24 -04:00