3 Commits

Author SHA1 Message Date
Xueqing Liu
42de3075e9
Make NLP tasks available from AutoML.fit() (#210)
Sequence classification and regression: "seq-classification" and "seq-regression"

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-11-16 11:06:20 -08:00
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
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