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13 Commits

Author SHA1 Message Date
Chi Wang
fa5ccea862
extract code from text; solve_problem; request_timeout in config; improve code (#999) 
* extract code from text

* solve_problem; request_timeout in config

* improve

* move import statement

* improve code

* generate assertions

* constant

* configs for implement; voting

* doc

* execute code in docker

* success indicator of code executation in docker

* success indicator

* execute code

* strip n

* add cost in generate_code

* add docstr

* filename

* bytes

* check docker version

* print log

* python test

* remove api key address

* rename exit code

* success exit code

* datasets

* exit code

* recover openai tests

* cache and pattern match

* wait

* wait

* cache and test

* timeout test

* python image name and skip macos

* windows image

* docker images

* volume path and yaml

* win path -> posix

* extensions

* path

* path

* path

* path

* path

* path

* path

* path

* path

* path

* path

* skip windows

* path

* timeout in windows

* use_docker

* use_docker

* hot fix from #1000

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-04-23 11:50:29 +00:00
Chi Wang
82f0a4309d
autogen subpackage (#968) 
* math utils in autogen

* cleanup

* code utils

* remove check function from code response

* comment out test

* GPT-4

* increase request timeout

* name

* logging and error handling

* better doc

* doc

* codegen optimized

* GPT series

* text

* no demo example

* math

* import openai

* import openai

* azure model name

* azure model name

* openai version

* generate assertion if necessary

* condition to generate assertions

* init region key

* rename

* comments about budget

* prompt

---------

Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
 2023-04-08 03:04:01 +00:00
Chi Wang
169012f3e7
ChatGPT support (#942) 
* improve max_valid_n and doc

* Update README.md

Co-authored-by: Li Jiang <lijiang1@microsoft.com>

* add support for chatgpt

* notebook

* newline at end of file

* chatgpt notebook

* ChatGPT in Azure

* doc

* math

* warning, timeout, log file name

* handle import error

* doc update; default value

* paper

* doc

* docstr

* eval_func

* prompt and messages

* remove confusing words

* notebook name

---------

Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
 2023-03-10 19:35:36 +00:00
Susan Xueqing Liu
97928609ba
adding openai documentation (#938) 
* adding openai documentation

* adding openai documentation

* Update website/docs/Examples/Integrate - OpenAI.md

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

* Update website/docs/Examples/Integrate - OpenAI.md

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>

* Update website/docs/Examples/Integrate - OpenAI.md

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

* Update website/docs/Examples/Integrate - OpenAI.md

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

* Update website/docs/Examples/Integrate - OpenAI.md

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

* addressing comments

* Update website/docs/Examples/Integrate - OpenAI.md

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

* Update website/docs/Examples/Integrate - OpenAI.md

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

* adding Azure

* rerun

* addressing comments about Azure

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-03-05 01:15:49 +00:00
Xueqing Liu
5eb5d43d7f
Fix HPO evaluation bug (#645) 
* fix eval automl metric bug on val_loss inconsistency

* updating starting point search space to continuous

* shortening notebok
 2022-07-28 23:08:42 -04:00
Zvi Baratz
127e482ac8
Replaced !pip calls with %pip magic command. (#604) 
Closes #603.
 2022-06-23 18:45:42 -07:00
Chi Wang
c45741a67b
support latest xgboost version (#599) 
* support latest xgboost version

* Update test_classification.py

* Update 

Exists problems when installing xgb1.6.1 in py3.6

* cleanup

* xgboost version

* remove time_budget_s in test

* remove redundancy

* stop support of python 3.6

Co-authored-by: zsk <shaokunzhang529@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2022-06-21 18:59:07 -07:00
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
92ebd1f7f9
when max_iter=1, skip search only if retrain_final (#280) 
* when max_iter=1, skip search only if retrain_final

* remove nlp
redesign in #210

* minor change in readme example
 2021-11-09 21:51:23 -08:00
Xueqing Liu
eeaf5b5963
space -> main (#148) 
* subspace in flow2

* search space and trainable from AutoML

* experimental features: multivariate TPE, grouping, add_evaluated_points

* test experimental features

* readme

* define by run

* set time_budget_s for bs

Co-authored-by: liususan091219 <Xqq630517>

* version

* acl

* test define_by_run_func

* size

* constraints

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2021-08-02 16:10:26 -07:00
Xueqing Liu
da9fc51e62
update notebook 2021-06-22 22:20:16 -07:00
Xueqing Liu
54fbf09322
fixing jupyter notebook (#118) 2021-06-21 19:08:24 -07:00
Xueqing Liu
cd4be9c0e5
add notebook (#109) 
* added support for transformers==3.4.0

* updating error message

* adding arxiv
 2021-06-17 21:42:26 -07:00