12 Commits

Author SHA1 Message Date
Chi Wang
b7a91e0385
V0.3.0 (#55)
* flaml v0.3

* low cost partial config
2021-04-06 11:37:52 -07:00
Qingyun Wu
b058e0e041
add seed argument in BlendSearch (#50)
* 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

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-03-19 23:31:35 -04:00
Iman Hosseini
bf95d7c455
nni example + bugfix in blendsearch (#44)
* nni example + bugfix in blendsearch

re: https://github.com/microsoft/FLAML/issues/36
2021-03-18 22:35:23 -07:00
Antoni Baum
b8736bc600
Normalize config in _valid (#42) 2021-03-17 09:51:23 -07:00
Chi Wang
4a8110c87b
pickle the AutoML object (#37)
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* Add Gitter badge (#41)

* prevent divide by zero

* test roberta

* BlendSearchTuner

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: The Gitter Badger <badger@gitter.im>
2021-03-16 22:13:35 -07:00
liuzhe-lz
840e3fc104
Fix bug in NNI tuner (#34)
* fix bug in nni tuner

* Update version.py

Co-authored-by: liuzhe <zhe.liu@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-03-06 10:38:33 -08:00
Chi Wang
1560a6e52a
V0.2.7 (#35)
* bug fix

* admissible region

* use CFO's init point as backup

* step lower bound

* test electra
2021-03-05 23:39:14 -08:00
Chi Wang
7bd231e497
v0.2.6 (#32)
* xgboost notebook

* finetuning notebook

* finetuning test

* experimental nni support

* support nested search space

* log file name

* record training_iteration

* eps

* reset times

* std set to default step size if 0
2021-02-28 12:43:43 -08:00
Chi Wang
6ff0ed434b
v0.2.5 (#30)
* test distillbert

* import check

* complete partial config

* None check

* init config is not suggested by bo

* badge

* notebook for lightgbm
2021-02-22 22:10:41 -08:00
Chi Wang (MSR)
71acb5140b None check 2021-02-05 23:42:28 -08:00
Chi Wang (MSR)
14d59effbe bug fix 2021-02-05 22:45:02 -08:00
Chi Wang
776aa55189
V0.2.2 (#19)
* v0.2.2

separate the HPO part into the module flaml.tune
enhanced implementation of FLOW^2, CFO and BlendSearch
support parallel tuning using ray tune
add support for sample_weight and generic fit arguments
enable mlflow logging

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: qingyun-wu <qw2ky@virginia.edu>
2021-02-05 21:41:14 -08:00