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11 Commits

Author SHA1 Message Date
Kevin Chen
3d0a3d26a2
Forecast (#162) 
* added 'forecast' task with estimators ['fbprophet', 'arima', 'sarimax']

* update setup.py

* add TimeSeriesSplit to 'regression' and 'classification' task

* add 'time' split_type for 'classification' and 'regression' task

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* feature importance

* variable name

* Update test/test_split.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update test/test_forecast.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* prophet installation fail in windows

* upload flaml_forecast.ipynb

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>
 2021-08-23 13:26:46 -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
Qingyun Wu
3e991e4352
code coverage (#79) 
* add codecov.yml

* change tests to test

* condition

* windows

* install coverage

* remove conditions

* revert remove conditions

* check build failure

* code coverage

* Revert "check build failure"

This reverts commit bc06b3f961d05c923c2974451961f5c252c9e042.

* del codecov.yml

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
 2021-04-26 20:04:57 -04:00
Qingyun Wu
f4f3f4f17b
update image url (#71) 
* update image url

* ArffException

* OpenMLError is ValueError

* CatBoostError

* reduce build on push

Co-authored-by: Chi Wang (MSR) <wang.chi@microsoft.com>
 2021-04-21 01:36:06 -07:00
Chi Wang
b7a91e0385
V0.3.0 (#55) 
* flaml v0.3

* low cost partial config
 2021-04-06 11:37:52 -07:00
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)
9f65066ab6 workflow 2021-02-05 22:06:55 -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
Chi Wang
cb5ce4e3a6
v0.1.3 Set default logging level to INFO (#14) 
* set default logging level to INFO

* remove unnecessary import

* API future compatibility

* add test for customized learner

* test dependency

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
 2020-12-15 08:10:43 -08:00
Eric Zhu
0fb3e04fc3
API docs #6 (#13) and update version to 0.1.2 2020-12-15 00:57:30 -08:00
Chi Wang (MSR)
492990655d v0.1.0 2020-12-04 09:40:27 -08:00