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Author SHA1 Message Date
Qingyun Wu
f79e6637a1
add NOTICE file (#91) 
* add notice

* notice and licenses

* license
 2021-05-24 14:35:08 -04:00
Chi Wang
b206363c9a
metric constraint (#90) 
* penalty change

* metric modification

* catboost init
 2021-05-22 08:51:38 -07:00
Chi Wang
0925e2b308
constraints (#88) 
* pre-training constraints

* metric constraints after training
 2021-05-18 15:57:42 -07:00
Chi Wang
3083229e40
Notebook (#87) 
* notebook update
 2021-05-07 19:50:50 -07:00
Chi Wang
0b23c3a028
stepsize (#86) 
* decrease step size in suggest

* initialization of the counters

* increase step size

* init phase

* check converge in suggest
 2021-05-06 21:29:38 -07:00
Qingyun Wu
363197cef8
Blendsearch documentation (#81) 
* blendsearch documentation

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2021-04-30 20:19:49 -07:00
Chi Wang
e5123f5595
V0.3.5 (#84) 
* choose one direction
 2021-04-30 17:19:41 -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
Gian Pio Domiziani
730fd14ef6
micro/macro f1 metrics added. (#80) 
* micro/macro f1 metrics added.

* format lines.
 2021-04-26 14:50:41 -04:00
Gian Pio Domiziani
068fb9f5c2
X.copy() in the process method (#78) 
* X.copy() in the transformer method.

* update version 0.3.4
 2021-04-23 17:14:29 -07:00
Chi Wang
b6f57894ef
v0.3.3 (#74) 2021-04-21 11:48:12 -07:00
Gian Pio Domiziani
ad42889a3b
datetime columns preprocess for validation data fixed. (#73) 
* datetime columns preprocess for validation data fixed.

* code line formatted.
 2021-04-21 10:22:54 -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
d08bb15475
Update version.py (#70) 
* Update version.py

* update logo
 2021-04-20 16:57:35 -07:00
Gian Pio Domiziani
9ff4ae0cb2
(data.py) fit_transform method able to transform datatime columns to float values. (#68) 
* fit_transform method able to transform datatime columns to float values.
 2021-04-20 08:32:58 -07:00
Qingyun Wu
06045703bf
Lgbm w customized obj (#64) 
* add customized lgbm learner

* add comments

* fix format issue

* format

* OpenMLError

* add test

* add notebook

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2021-04-10 21:14:28 -04:00
Chi Wang
72d17b37c2
Update README.md (#63) 2021-04-10 16:36:38 -07:00
Chi Wang
97a7c114ee
Issue58 (#59) 
* iter per learner

* code cleanup
 2021-04-08 09:29:55 -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
37d7518a4c
sample weight in xgboost (#54) 2021-03-31 22:11:56 -07:00
Chi Wang
f28d093522
v0.2.10 (#51) 
* increase search space

* None check
 2021-03-28 17:54:25 -07:00
Chi Wang
8bcdb2a0c2
example (#49) 2021-03-22 13:33:30 -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
Chi Wang
ae5f8e5426
data validation (#45) 
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* prevent divide by zero

* test roberta

* BlendSearchTuner

* delta time

* reindex columns when dropping int-indexed columns

* test drop columns and small training data

* param set for ensemble builder

* fillna on copy

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
 2021-03-19 09:50:47 -07:00
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
Iman Hosseini
0f99526b63
Update automl.py to add verbose argument to fit (#40) 
* Update automl.py

* Pass verbose-1 to tune

passing verbose-1 to tune, ensures that for verbose=1, tune is silenced (no INFO prints) and for verbose=2 we see the INFO prints, and for verbose=3 we get DEBUG level at tune, as we want. This is due to: https://github.com/microsoft/FLAML/blob/main/flaml/tune/tune.py#L227
 2021-03-17 10:54:17 -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
The Gitter Badger
ec37ae8f8f
Add Gitter badge (#41) 2021-03-13 12:44:41 -08:00
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
Qingyun Wu
2d3bd84038
Merge pull request #28 from microsoft/v0.2.4 
v0.2.4
 2021-02-17 18:14:24 -05:00
Chi Wang (MSR)
79a851e408 step curve 2021-02-17 14:03:19 -08:00
Chi Wang (MSR)
a1b0b303ed grid search check 2021-02-16 17:13:05 -08:00
Chi Wang (MSR)
3328157f31 requirements in example 2021-02-13 14:33:15 -08:00
Chi Wang (MSR)
da88aa77e3 None check 2021-02-13 10:58:49 -08:00
Chi Wang (MSR)
bd16eeee69 sample_weight; dependency; notebook 2021-02-13 10:43:11 -08:00
Qingyun Wu
d18d292081
Fix phasing in README.md 2021-02-11 14:40:29 -05:00
Chi Wang (MSR)
80d3b14097 v0.2.3 2021-02-09 16:18:40 -08:00
Daniel Khromov
f757a55097
fix spelling in README (#21) 2021-02-09 16:03:51 -08:00
Chi Wang (MSR)
20ce01b33d criterion is categorical hp 2021-02-09 15:47:01 -08:00
Chi Wang (MSR)
9d661759b4 contributors 2021-02-07 10:25:14 -08:00
Chi Wang (MSR)
6393cc81e9 contributors 2021-02-07 09:37:50 -08:00
qingyun-wu
38775b16c0 fix citation 2021-02-07 07:46:30 -08:00
Chi Wang (MSR)
d659079a5d transformer example 2021-02-06 16:24:38 -08:00
Chi Wang (MSR)
71acb5140b None check 2021-02-05 23:42:28 -08:00
Chi Wang (MSR)
cdca936b8b reduce test time 2021-02-05 23:35:47 -08:00
Chi Wang (MSR)
f956e957d4 sample_weight when training with full data 2021-02-05 23:12:52 -08:00