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146 Commits

Author SHA1 Message Date
Yiran Wu
e3ca95bf8a
An agent implementation of MathChat (#1090) 
* mathcaht implementation

* code forrmat

* update readme

* update openai.yml

* update openai.yml

* update openai.yml
 2023-06-25 13:49:34 +00:00
Chi Wang
e1da7f7d68
update openai model support (#1082) 
* update openai model support

* new gpt3.5

* docstr

* function_call and content may co-exist

* test function call

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-06-16 00:58:44 +00:00
Chi Wang
0b739b8c93
Links to papers (#1084) 
* Links to papers

* Update website/docs/Use-Cases/Auto-Generation.md

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

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-06-15 09:56:24 +00:00
Qingyun Wu
0c7082c7bf
Docmentation for agents (#1057) 
* add agent notebook and documentation

* fix bug

* set flush to True when printing msg in agent

* add a math problem in agent notebook

* remove

* header

* improve notebook doc

* notebook update

* improve notebook example

* improve doc

* improve notebook doc

* improve print

* doc

* human_input_mode

* human_input_mode str

* indent

* indent

* Update flaml/autogen/agent/user_proxy_agent.py

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

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* add agent doc

* del old files

* remove chat

* agent doc

* remove chat_agent

* naming

* improve documentation

* wording

* improve agent doc

* wording

* general auto reply

* update agent doc

* human input mode

* add agent figure

* update agent figure

* update agent example figure

* update code example

* extensibility of UserProxyAgent

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-06-14 23:56:13 +00:00
Chi Wang
a30d198530
Fix documentation (#1075) 
* Fix indentation in documentation

* newline

* version
 2023-06-11 01:03:49 +00:00
Chi Wang
5387a0a607
Agent notebook example with human feedback; Support shell command and multiple code blocks; Improve the system message for assistant agent; Improve utility functions for config lists; reuse docker image (#1056) 
* add agent notebook and documentation

* fix bug

* set flush to True when printing msg in agent

* add a math problem in agent notebook

* remove

* header

* improve notebook doc

* notebook update

* improve notebook example

* improve doc

* agent notebook example with user feedback

* log

* log

* improve notebook doc

* improve print

* doc

* human_input_mode

* human_input_mode str

* indent

* indent

* Update flaml/autogen/agent/user_proxy_agent.py

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

* shell command and multiple code blocks

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* coding agent

* math notebook

* renaming and doc format

* typo

* infer lang

* sh

* docker

* docker

* reset consecutive autoreply counter

* fix explanation

* paper talk

* human feedback

* web info

* rename test

* config list explanation

* link to blogpost

* installation

* homepage features

* features

* features

* rename agent

* remove notebook

* notebook test

* docker command

* notebook update

* lang -> cmd

* notebook

* make it work for gpt-3.5

* return full log

* quote

* docker

* docker

* docker

* docker

* docker

* docker image list

* notebook

* notebook

* use_docker

* use_docker

* use_docker

* doc

* agent

* doc

* abs path

* pandas

* docker

* reuse docker image

* context window

* news

* print format

* pyspark version in py3.8

* pyspark in py3.8

* pyspark and ray

* quote

* pyspark

* pyspark

* pyspark

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-06-09 18:40:04 +00:00
Qingyun Wu
fed28e700b
add agent notebook and documentation (#1052) 
* add agent notebook and documentation

* fix bug

* set flush to True when printing msg in agent

* add a math problem in agent notebook

* remove

* header

* improve notebook doc

* notebook update

* improve notebook example

* improve doc

* improve notebook doc

* improve print

* doc

* human_input_mode

* human_input_mode str

* indent

* indent

* Update flaml/autogen/agent/user_proxy_agent.py

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

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* Update notebook/autogen_agent.ipynb

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

* renaming and doc format

* typo

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-05-28 03:17:23 +00:00
badjouras
9e2eb200df
docs: 📝 Fix link to installation section in Task-Oriented-AutoML.md (#1051) 
Co-authored-by: rcardoso <ricardo.cardoso@anova.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-05-25 02:23:54 +00:00
Chi Wang
a0b318b12e
create an automl option to remove unnecessary dependency for autogen and tune (#1007) 
* version update post release v1.2.2

* automl option

* import pandas

* remove automl.utils

* default

* test

* type hint and version update

* dependency update

* link to open in colab

* use packging.version to close #725

---------

Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
 2023-05-24 23:55:04 +00:00
Chi Wang
e9fdbc6e02
Improve messaging in documentation (#1050) 
* Improve messaging in documentation

* doc

* improve wording in blogpost

---------

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-05-24 21:28:52 +00:00
Chi Wang
9977a7aae1
Blogpost for adaptation in HumanEval (#1048) 
* Blogpost for adaptation in HumanEval

* doc

* fix link

* fix link

* explain

* model

* interface

* link

* typo

* doc
 2023-05-23 04:22:15 +00:00
Chi Wang
e463146cb8
response filter (#1039) 
* response filter

* rewrite implement based on the filter

* multi responses

* abs path

* code handling

* option to not use docker

* context

* eval_only -> raise_error

* notebook

* utils

* utils

* separate tests

* test

* test

* test

* test

* test

* test

* test

* test

* **config in test()

* test

* test

* filename
 2023-05-21 22:22:29 +00:00
Chi Wang
59e882e5cc
chat completion check (#1024) 
* chat completion check

* add test

* doc

* timeout

* bump version to 1.2.4
 2023-05-09 20:39:46 +00:00
Chi Wang
b3fba9734e
Mark experimental classes; doc; multi-config trial (#1021) 
* Mark experimental classes

* template

* multi model

* test

* multi-config doc

* doc

* doc

* test

---------

Co-authored-by: Li Jiang <bnujli@gmail.com>
 2023-05-05 02:48:31 +00:00
garar
31864d2d77
Add mlflow_logging param (#1015) 
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-05-03 03:09:04 +00:00
Chi Wang
19aee67f55
coding agent; logging (#1011) 
* coding agent

* tsp

* tsp

* aoai

* logging

* compact

* Handle Import Error

* cost function

* reset counter; doc

* reset_counter

* home page update

* use case

* catboost in linux

* catboost

* catboost

* catboost

* doc

* intro

* catboost
 2023-05-02 20:38:23 +00:00
Anupam
a8752b6aa0
fixed sentence misplace #998 (#1010) 2023-04-26 15:07:33 +00:00
Sayan Roy
e9cd6a058c
fixing the typo #990 (#994) 
* fixing the typo #990

* Update website/docs/Use-Cases/Auto-Generation.md

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

* removing extra space : Update website/docs/Use-Cases/Auto-Generation.md

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

* Update website/docs/Use-Cases/Auto-Generation.md

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

* Update website/docs/Use-Cases/Auto-Generation.md

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-04-26 05:48:09 +00:00
Chi Wang
f097c20f86
version update post release v1.2.2 (#1005) 2023-04-25 04:48:17 +00:00
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
da0d8c05e1
Blog post for LLM tuning (#986) 
* outline

* revision

* eval function signature

* first draft

* link

* format

* example

* cleanup

* average

* move figure

* tldr

* bold

* bold

* tag
 2023-04-22 04:41:16 +00:00
Chi Wang
d4070e24c1
make context optional; improve error handling and doc (#997) 
* make context optional

* better error handling and doc

* skip instantiation if no context

* skip test
 2023-04-16 21:18:32 +00:00
Chi Wang
c780d79004
Post release update (#985) 
* news update

* doc update

* avoid KeyError

* bump version to 1.2.1

* handle empty responses

* typo

* eval function
 2023-04-10 20:46:28 +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
Andrea Ruggerini
7f9402b8fd
Add Holt-Winters exponential smoothing (#962) 
* tentatively implement holt-winters-no covariates

* fix forecast method, clean class

* checking external regressors too

* update test forecast

* remove duplicated test file, re-add sarimax, search space cleanup

* Update flaml/automl/model.py

removed links. Most important one probably was: https://robjhyndman.com/hyndsight/ets-regressors/

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

* prevent short series

* add docs

---------

Co-authored-by: Andrea W <a.ruggerini@ammagamma.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-04-04 17:29:54 +00:00
Ayesh Vininda
5616ce0a54
Noctus contribute (#961) 
* indentation space #884 changing indentation of python code blocks

* indentation space #884 changing indentation of python code blocks 2
 2023-04-03 01:50:44 +00:00
Qingyun Wu
45641000c0
Adding a test function for OpenAI completion in flaml (#951) 
* 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

* add a test func in completion

* update notebook

* update math notebook

* improve notebok

* lint and handle exception

* flake8

* exception in test

* add agg_method

* NameError

* refactor

* Update flaml/integrations/oai/completion.py

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

* Update flaml/integrations/oai/completion.py

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

* add example

* merge files from oai_eval_test

* Revert "merge files from oai_eval_test"
This reverts commit 1e6a550f913bb94df6e9680934ccb7175d00702e.

* merge

* save results to notebook_output

* update version and cache

* update doc

* save nb cell results to file

* fix typo in model name

* code improvements

* improve docstr

* docstr

* docstr on the Returns of test

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
 2023-04-02 16:14:11 +00:00
Chi Wang
595f5a8025
gpt-4 support; openai workflow fix; model str; timeout; voting (#958) 
* workflow; model str; timeout

* voting

* notebook

* pull request

* recover workflow

* voted answer

* aoai

* ignore None answer

* default config

* note

* gpt-4

* n=5

* cleanup

* config name

* introduction

* readme

* avoid None

* add output/ to gitignore

* openai version

* invalid var

* comment long running cells
 2023-03-26 17:13:06 +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
Shaokun
3a606930d1
Update doc and notebook (#946) 
* update

* update doc

---------

Co-authored-by: “skzhang1” <“shaokunzhang529@gmail.com”>
 2023-03-10 13:54:48 +00:00
Chi Wang
1ec77b58b4
improve max_valid_n and doc (#933) 
* improve max_valid_n and doc

* Update README.md

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

* newline at end of file

* doc

---------

Co-authored-by: Li Jiang <lijiang1@microsoft.com>
Co-authored-by: Susan Xueqing Liu <liususan091219@users.noreply.github.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-03-05 16:40:57 +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
Jirka Borovec
2ff1035733
precommit: end-of-file-fixer (#929) 
* precommit: end-of-file-fixer

* exclude .gitignore

* apply

---------

Co-authored-by: Shaokun <shaokunzhang529@gmail.com>
 2023-02-28 16:27:14 +00:00
Animaholic
0eaac7d018
added a documentation about small time budget (#914) 
* added documentation about small time budget

* small change for better clarity

* Update website/docs/Use-Cases/Task-Oriented-AutoML.md

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

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2023-02-18 23:56:58 +00:00
Li Jiang
138eb78dbc
Added extras for synapse (#916) 
* Added extras for synapse

* Update Installation doc
 2023-02-17 16:38:55 +00:00
Animaholic
bcc6a197fd
Add bibtex entries for research publications (#904) 
* Update Research.md

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

* Update website/docs/Research.md

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

---------

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2023-02-05 20:48:07 -05:00
Qingyun Wu
d0f7b30b61 update doc for research papers 2023-02-03 16:57:16 -08:00
skzhang1
c6f8e004e7 fix link 2023-01-30 06:01:20 -08:00
Andrea W
58ac6b61c4 Merge branch 'first_contribution' of https://github.com/coffepowered/FLAML into first_contribution 2023-01-30 11:21:43 +00:00
Andrea W
3e6247ae59 add link to notebook showing group cv 2023-01-30 11:17:27 +00:00
Shaokun
df5efa5c2d
Merge branch 'main' into first_contribution 2023-01-29 22:56:45 -05:00
Shaokun
175a2eaaf6
Merge branch 'main' into support_percentages 2023-01-28 10:00:57 -05:00
Andrea W
bdbba6e3bc modify doc 2023-01-26 14:31:54 +00:00
Shaokun
cdc4201188
update (#883) 2023-01-18 14:35:57 -05:00
skzhang1
b7c0c24269 support percentage tolerance for lexicographic 2023-01-07 11:41:24 -08:00
Li Jiang
da2cd7ca89
Add supporting using Spark as the backend of parallel training (#846) 
* Added spark support for parallel training.

* Added tests and fixed a bug

* Added more tests and updated docs

* Updated setup.py and docs

* Added customize_learner and tests

* Update spark tests and setup.py

* Update docs and verbose

* Update logging, fix issue in cloud notebook

* Update github workflow for spark tests

* Update github workflow

* Remove hack of handling _choice_

* Allow for failures

* Fix tests, update docs

* Update setup.py

* Update Dockerfile for Spark

* Update tests, remove some warnings

* Add test for notebooks, update utils

* Add performance test for Spark

* Fix lru_cache maxsize

* Fix test failures on some platforms

* Fix coverage report failure

* resovle PR comments

* resovle PR comments 2nd round

* resovle PR comments 3rd round

* fix lint and rename test class

* resovle PR comments 4th round

* refactor customize_learner to broadcast_code
 2022-12-23 08:18:49 -08:00
Shaokun
4140fc9022
Format errors on the web. (#855) 
* fix_doc

* update

* fix lint

* fix lint

* reformat

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2022-12-22 22:36:34 -05:00
Jing Dong
5778227a71
Fix checkpoint path issue 
checkpoint path may be named dir_or_data instead of value
 2022-12-16 14:41:33 +08:00
Chi Wang
2338431990
FAQ about OOM (#849) 
* FAQ about OOM

* reduce -> resolve
 2022-12-13 18:09:50 -05:00
Shaokun
10303854e2
Update website/docs/Examples/Tune-Lexicographic-objectives.md 
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-12-07 13:04:55 -05:00