20 Commits

Author SHA1 Message Date
Chi Wang
df01031cfe
Zero-shot AutoML (#468)
* Prepare for release

Co-authored-by: Moe Kayali <t-moekayali@microsoft.com>

* bug fix

* improve doc and code quality

Co-authored-by: Qingyun Wu
2022-03-01 15:39:09 -08:00
Camila Martinez Bedoya
dea2beec34 Update Getting-Started.md
Solving issue #456 related to a typo on the webpage.
2022-02-12 20:19:33 -08:00
Chi Wang
9e88f22167
fix a bug when using ray & update ray on aml (#455)
* fix a bug when using ray & update ray on aml
When using with_parameters(), the config argument must be the first argument in the trainable function.
* make training function runnable standalone
2022-02-11 20:14:10 -08:00
MichaelMarien
a4970d279c
corrected typo in example xgboost documentation (#449) 2022-02-04 13:03:09 -08:00
vvijayalakshmi21
b930de0e1f
Update Tune-User-Defined-Function.md (#448)
Fix for #445
2022-02-03 09:40:57 -08:00
vvijayalakshmi21
34557de30c
Update Task-Oriented-AutoML.md (#447)
Fix for issue #444
2022-02-03 09:04:49 -08:00
vvijayalakshmi21
6d7c2e3e9b Update Task-Oriented-AutoML.md
Fix Typo for issue 443
2022-02-03 08:33:15 -08:00
Chi Wang
ba5d4d19f0
note about preview feature (#431) 2022-01-30 21:14:47 -08:00
Chi Wang
8a44dd4318
data in csv (#430)
* data in csv

* support ray ObjectRef #365

* use object store to store data when using ray

* make lgbm tuning example a test

* homepage title
2022-01-30 19:36:41 -08:00
Chi Wang
99de9204b3
homepage update (#425)
* homepage update

* update README
2022-01-25 15:29:38 -08:00
Chi Wang
6a7caa6a3d
max_iter < 2 -> no search; sign in metric constraints; test and example for forecasting (#415)
* max_iter < 2 -> no search

* use_ray in test

* eval_method in ts example

* check sign of constraints

* test metric constraint sign
2022-01-23 01:24:15 -08:00
Chi Wang
569908fbe6
fix issues in logging, bug in space.py, constraint sign, and improve code coverage (#388)
* console log handler

* version update

* doc

* skippable steps

* notebook update

* constraint sign

* doc for constraints

* bug fix: define-by-run and unflatten_hierarchical

* const

* handle nested space in indexof()

* test grid search

* test suggestion

* model test

* >1 ckpts

* always increase iter count

* log total # iterations

* security patch

* make iter_per_learner consistent
2022-01-14 13:39:09 -08:00
Chi Wang
8602def1c4
logging (#371)
* query logged runs

* mlflow log when using ray

* key check for newer version of ray #363

* catch importerror

* log and load AutoML model

* retrain if necessary when ensemble fails
2022-01-02 21:37:19 -08:00
Chi Wang
2f5d6169d3
example update (#359)
update some examples for consistencies with others.
2021-12-25 16:13:39 -08:00
Rui Zhuang
c6c0c29769
Simplify lgbm example (#358)
* simplify lgbm examples

* provide link to lgbm example script.

* simply lgbm example in the example script.

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-23 23:05:14 -08:00
Chi Wang
300f286667
azureml + ray (#344)
* examples and documentation about how to use azureml + ray
2021-12-23 13:37:07 -08:00
Chi Wang
baa0359324
doc update (#352)
* custom splitter
* NLP
* version number
2021-12-22 14:35:13 -08:00
Chi Wang
0b25e89f29
reproducibility for random sampling (#349)
* reproducibility for random sampling #236

* doc update
2021-12-22 12:12:25 -08:00
Xueqing Liu
ee3162e232
Adding the NLP task summarization (#346)
* Add test_autohf_summarization.py

* adding seq2seq

* Update flaml/nlp/huggingface/trainer.py

* rouge metrics

Co-authored-by: XinZofStevens <xzhao4346@gmail.com>
Co-authored-by: JinzhuoWu <wujinzhuo0105@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-20 14:19:32 -08:00
Chi Wang
efd85b4c86
Deploy a new doc website (#338)
A new documentation website. And:

* add actions for doc

* update docstr

* installation instructions for doc dev

* unify README and Getting Started

* rename notebook

* doc about best_model_for_estimator #340

* docstr for keep_search_state #340

* DNN

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>
2021-12-16 17:11:33 -08:00