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FLAML - v2.3.1

Published by thinkall 27 days ago

What's Changed

Add contributors wall by @thinkall in https://github.com/microsoft/FLAML/pull/1341
Add info of tutorial automl 2024 by @thinkall in https://github.com/microsoft/FLAML/pull/1344
Bump micromatch from 4.0.5 to 4.0.8 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1343
Bump webpack from 5.76.1 to 5.94.0 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1342
Remove temporary pickle files by @thinkall in https://github.com/microsoft/FLAML/pull/1354
Support logger_formatter without automl dependencies by @thinkall in https://github.com/microsoft/FLAML/pull/1356
Bump express from 4.19.2 to 4.21.0 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1357

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.3.0...v2.3.1

FLAML - v2.3.0

Published by thinkall about 2 months ago

This release adds a bunch of new estimators and comprehensive integration with MLflow. There are also some other fixes and improvements.

Welcome @gkhngyk to the community! Thank you @Borda, @gkhngyk , @leafy-lee and all the other contributors for the PRs, reviewing and testing. Special thanks to @levscaut for his work on adding estimators and MLflow integration.

What's Changed

Add python 3.11 icon by @thinkall in https://github.com/microsoft/FLAML/pull/1330
Fix test errors of nltk and numpy by @thinkall in https://github.com/microsoft/FLAML/pull/1335
fix missing req. arg for new datasets package by @Borda in https://github.com/microsoft/FLAML/pull/1334
configure & apply pyupgrade with py3.8+ by @Borda in https://github.com/microsoft/FLAML/pull/1333
update py versions, sourced from PyPI by @Borda in https://github.com/microsoft/FLAML/pull/1332
Bump braces from 3.0.2 to 3.0.3 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1336
Fix(doc): edit broken link by @gkhngyk in https://github.com/microsoft/FLAML/pull/1296
Bump follow-redirects from 1.15.4 to 1.15.6 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1291
Bump webpack-dev-middleware from 5.3.3 to 5.3.4 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1292
Bump express from 4.18.2 to 4.19.2 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1293
Improve mlflow integration and add more models by @thinkall in https://github.com/microsoft/FLAML/pull/1331
Update issue templates by @thinkall in https://github.com/microsoft/FLAML/pull/1337
Update version and readme by @thinkall in https://github.com/microsoft/FLAML/pull/1338

New Contributors

@gkhngyk made their first contribution in https://github.com/microsoft/FLAML/pull/1296

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.2.0...v2.3.0

FLAML - v2.2.0

Published by thinkall 2 months ago

This release adds support for python 3.11 and optuna 3. There are also some other fixes and improvements.

Welcome @Programmer-RD-AI, @leafy-lee, @Atry and @chocolatevanille to the community! Thank you @Borda, @Programmer-RD-AI, @leafy-lee, @Atry, @chocolatevanille and all the other contributors for the PRs, reviewing and testing.

What's Changed

precommit: introduce mdformat by @Borda in https://github.com/microsoft/FLAML/pull/1276
Fix typos, upgrade yarn packages, add some improvements by @thinkall in https://github.com/microsoft/FLAML/pull/1290
Fix typo in ts_model.py: change train_df.y to train_df[target_col] by @Programmer-RD-AI in https://github.com/microsoft/FLAML/pull/1312
Upgrade Optuna to 3.6.1 by @thinkall in https://github.com/microsoft/FLAML/pull/1321
Handle Deprecation Args for Optuna Update by @leafy-lee in https://github.com/microsoft/FLAML/pull/1324
Add example of how to get best config and convert it to parameters by @thinkall in https://github.com/microsoft/FLAML/pull/1323
Add support to python 3.11 by @thinkall in https://github.com/microsoft/FLAML/pull/1326
Fix test mac os python 3.11 by @thinkall in https://github.com/microsoft/FLAML/pull/1328
Don't pass callbacks=None to XGBoostSklearnEstimator._fit by @Atry in https://github.com/microsoft/FLAML/pull/1322
Keep searching hyperparameters when r2_score raises an error by @Atry in https://github.com/microsoft/FLAML/pull/1325
Doc and comment typos improvements by @chocolatevanille in https://github.com/microsoft/FLAML/pull/1319
Bump version to 2.2.0 by @thinkall in https://github.com/microsoft/FLAML/pull/1329

New Contributors

@Programmer-RD-AI made their first contribution in https://github.com/microsoft/FLAML/pull/1312
@leafy-lee made their first contribution in https://github.com/microsoft/FLAML/pull/1324
@Atry made their first contribution in https://github.com/microsoft/FLAML/pull/1322
@chocolatevanille made their first contribution in https://github.com/microsoft/FLAML/pull/1319

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.2...v2.2.0

FLAML - v2.1.2 Latest Release

Published by sonichi 7 months ago

What's Changed

Update README.md with autogen links by @aindree-2005 in https://github.com/microsoft/FLAML/pull/1235
Bump postcss from 8.4.18 to 8.4.31 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1238
Bump @babel/traverse from 7.20.1 to 7.23.2 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1248
[ENH] Add support for sklearn HistGradientBoostingEstimator by @glevv in https://github.com/microsoft/FLAML/pull/1230
Update Installation.md (for a Typo) by @ScottzCodez in https://github.com/microsoft/FLAML/pull/1258
Fix spark errors by @thinkall in https://github.com/microsoft/FLAML/pull/1274
docs: fix link to reference by @Borda in https://github.com/microsoft/FLAML/pull/1263
Update AutoML-NLP.md by @dhruvthakur2000 in https://github.com/microsoft/FLAML/pull/1239
Don't specify a pre-release in the numpy dependency by @jackgerrits in https://github.com/microsoft/FLAML/pull/1286
Np.inf by @sonichi in https://github.com/microsoft/FLAML/pull/1289
Bump follow-redirects from 1.15.2 to 1.15.4 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1266
Add ruff sort to pre-commit and sort imports in the library by @glevv in https://github.com/microsoft/FLAML/pull/1259

New Contributors

@aindree-2005 made their first contribution in https://github.com/microsoft/FLAML/pull/1235
@glevv made their first contribution in https://github.com/microsoft/FLAML/pull/1230
@ScottzCodez made their first contribution in https://github.com/microsoft/FLAML/pull/1258
@dhruvthakur2000 made their first contribution in https://github.com/microsoft/FLAML/pull/1239
@jackgerrits made their first contribution in https://github.com/microsoft/FLAML/pull/1286

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.1...v2.1.2

FLAML - v2.1.1

Published by sonichi about 1 year ago

This release adds support for xgboost 2.0, and improves the docstr of preprocessors.
Welcome @domoritz to the community!

What's Changed

support xgboost 2.0 by @sonichi in https://github.com/microsoft/FLAML/pull/1219
fix ref to research by @domoritz in https://github.com/microsoft/FLAML/pull/1218
Fix typo Whetehr -> Whether by @domoritz in https://github.com/microsoft/FLAML/pull/1220
Update autogen links by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1214
improve docstr of preprocessors by @sonichi in https://github.com/microsoft/FLAML/pull/1227

New Contributors

@domoritz made their first contribution in https://github.com/microsoft/FLAML/pull/1218

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.0...v2.1.1

FLAML - v2.1.0

Published by sonichi about 1 year ago

This update renames a few classes and methods.

What's Changed

Migration headsup by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1204
group chat for visualization by @sonichi in https://github.com/microsoft/FLAML/pull/1213
rename human to user_proxy by @sonichi in https://github.com/microsoft/FLAML/pull/1215
Rename Responsive -> Conversable by @sonichi in https://github.com/microsoft/FLAML/pull/1202

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.3...v2.1.0

FLAML - v2.0.3

Published by sonichi about 1 year ago

This release adds support for model name suffix "-0613" and allows admin takeover in the group chat, plus a more complex group chat example.
Thanks @qingyun-wu @LeoLjl @JieyuZ2 @skzhang1 @pcdeadeasy @LittleLittleCloud for code review.

What's Changed

suffix in model name by @sonichi in https://github.com/microsoft/FLAML/pull/1206
fix typo by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1210
admin takeover in group chat by @sonichi in https://github.com/microsoft/FLAML/pull/1209

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.2...v2.0.3

FLAML - v2.0.2

Published by sonichi about 1 year ago

This release contains an improvement to the assistant agent prompt, and doc update.
Thanks @thinkall for the contribution and @BeibinLi @qingyun-wu @kevin666aa for reviewing and testing.

What's Changed

Update readme and AutoGen docs by @thinkall in https://github.com/microsoft/FLAML/pull/1183
Prompt improvement by @sonichi in https://github.com/microsoft/FLAML/pull/1203

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.1...v2.0.2

FLAML - v2.0.1

Published by sonichi about 1 year ago

This release contains prompt improvement and bug fix. In the next version, we will rename ResponsiveAgent to ConversableAgent.

Thanks @kevin666aa for the contribution, and @skzhang1 @LittleLittleCloud @JieyuZ2 @gagb for reviewing.

What's Changed

Cover function calls with no arguments by @kevin666aa in https://github.com/microsoft/FLAML/pull/1185
fix generate_reply when sender is None. by @kevin666aa in https://github.com/microsoft/FLAML/pull/1186
prompt improvement by @sonichi in https://github.com/microsoft/FLAML/pull/1188
document response fields by @sonichi in https://github.com/microsoft/FLAML/pull/1199

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0...v2.0.1

FLAML - v2.0.0

Published by sonichi about 1 year ago

Prepare for a roller coaster ride of innovation with the launch of FLAML v2.0.0! This is not just another update but a culmination of numerous enhancements, novel features, and exciting improvements we've made from v2.0.0rc1 to v2.0.0rc5, leading to the grand v2.0.0 release.

With v2.0.0rc1, we embarked on a major refactor with the creation of an [automl] option to declutter dependencies for autogen and tune.
In v2.0.0rc2, we supercharged FLAML with support for new OpenAI gpt-3.5-turbo and gpt-4 models in autogen and rolled out the extensibility of autogen agents.
With v2.0.0rc3, we upped the ante by adding new OpenAI models' support of functions in agents and provided a handy code example in a dedicated notebook.
v2.0.0rc4 brought a host of improvements to the agentchat framework, enabling many new applications.
v2.0.0rc5 pushed the boundaries further by making auto-reply methods pluggable and supporting an asynchronous mode in agents.

Finally, we arrive at the grand v2.0.0 release! This version boasts of numerous feature enhancements in autogen, like multi-agent chat framework (in preview), expanded OpenAI model support, enhanced integration with Spark, and much more.

Documentation for AutoGen: https://microsoft.github.io/FLAML/docs/Use-Cases/Autogen
Examples: https://microsoft.github.io/FLAML/docs/Examples/AutoGen-AgentChat
Blogposts: https://microsoft.github.io/FLAML/blog

A huge shoutout to @qingyun-wu @kevin666aa @skzhang1 @ekzhu @BeibinLi @thinkall @LittleLittleCloud @JieyuZ2 @gagb @EgorKraevTransferwise @markharley @int-chaos @levscaut @feiran-jia @liususan091219 @royninja @pcdeadeasy as well as our new contributors @badjouras, @LeoLjl, @xiaoboxia, and @minghao51 who joined us during this journey. Your contributions have played a pivotal role in shaping this release.

What's Changed

Blogpost for adaptation in HumanEval by @sonichi in https://github.com/microsoft/FLAML/pull/1048
Improve messaging in documentation by @sonichi in https://github.com/microsoft/FLAML/pull/1050
create an automl option to remove unnecessary dependency for autogen and tune by @sonichi in https://github.com/microsoft/FLAML/pull/1007
docs: 📝 Fix link to installation section in Task-Oriented-AutoML.md by @badjouras in https://github.com/microsoft/FLAML/pull/1051
doc and test update by @sonichi in https://github.com/microsoft/FLAML/pull/1053
remove redundant doc and add tutorial by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1004
add agent notebook and documentation by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1052
Support more azure openai api_type by @thinkall in https://github.com/microsoft/FLAML/pull/1059
suppress warning message of pandas_on_spark to_spark by @thinkall in https://github.com/microsoft/FLAML/pull/1058
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 by @sonichi in https://github.com/microsoft/FLAML/pull/1056
Fix documentation by @sonichi in https://github.com/microsoft/FLAML/pull/1075
encode timeout msg in bytes by @sonichi in https://github.com/microsoft/FLAML/pull/1078
Add pands requirement in benchmark option by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1070
Fix pyspark tests in workflow by @thinkall in https://github.com/microsoft/FLAML/pull/1071
Docmentation for agents by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1057
Links to papers by @sonichi in https://github.com/microsoft/FLAML/pull/1084
update openai model support by @sonichi in https://github.com/microsoft/FLAML/pull/1082
string to array by @sonichi in https://github.com/microsoft/FLAML/pull/1086
Factor out time series-related functionality into a time series Task object by @EgorKraevTransferwise in https://github.com/microsoft/FLAML/pull/989
An agent implementation of MathChat by @kevin666aa in https://github.com/microsoft/FLAML/pull/1090
temp solution for joblib 1.3.0 issue by @thinkall in https://github.com/microsoft/FLAML/pull/1100
support string alg in tune by @skzhang1 in https://github.com/microsoft/FLAML/pull/1093
update flaml version in MathChat notebook by @kevin666aa in https://github.com/microsoft/FLAML/pull/1095
doc update by @sonichi in https://github.com/microsoft/FLAML/pull/1089
Update OptunaSearch by @skzhang1 in https://github.com/microsoft/FLAML/pull/1106
Support function_call in autogen/agent by @kevin666aa in https://github.com/microsoft/FLAML/pull/1091
update notebook with new models by @sonichi in https://github.com/microsoft/FLAML/pull/1112
Enhance Integration with Spark by @levscaut in https://github.com/microsoft/FLAML/pull/1097
Add Funccall notebook and document by @kevin666aa in https://github.com/microsoft/FLAML/pull/1110
Update docstring for oai.completion. by @LeoLjl in https://github.com/microsoft/FLAML/pull/1113
Try to prevent the default AssistantAgent from asking users to modify the code by @sonichi in https://github.com/microsoft/FLAML/pull/1114
update colab link by @sonichi in https://github.com/microsoft/FLAML/pull/1118
fix bug in math_user_proxy_agent by @kevin666aa in https://github.com/microsoft/FLAML/pull/1124
Add log metric by @thinkall in https://github.com/microsoft/FLAML/pull/1125
Update assistant agent by @sonichi in https://github.com/microsoft/FLAML/pull/1121
suppress printing data split type by @xiaoboxia in https://github.com/microsoft/FLAML/pull/1126
change price ratio by @sonichi in https://github.com/microsoft/FLAML/pull/1130
simplify the initiation of chat by @sonichi in https://github.com/microsoft/FLAML/pull/1131
Update docs on how to interact with local LLM by @LeoLjl in https://github.com/microsoft/FLAML/pull/1128
Json config list, agent refactoring and new notebooks by @sonichi in https://github.com/microsoft/FLAML/pull/1133
unify auto_reply; bug fix in UserProxyAgent; reorg agent hierarchy by @sonichi in https://github.com/microsoft/FLAML/pull/1142
rename GenericAgent -> ResponsiveAgent by @sonichi in https://github.com/microsoft/FLAML/pull/1146
Bump semver from 5.7.1 to 5.7.2 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1119
autogen.agent -> autogen.agentchat by @sonichi in https://github.com/microsoft/FLAML/pull/1148
MathChat blog post by @kevin666aa in https://github.com/microsoft/FLAML/pull/1096
Commenting use_label_encoder - xgboost by @minghao51 in https://github.com/microsoft/FLAML/pull/1122
raise error when msg is invalid; fix docstr; improve ResponsiveAgent; update doc and packaging; capture ipython output; configurable default reply by @sonichi in https://github.com/microsoft/FLAML/pull/1154
consecutive auto reply, history, template, group chat, class-specific reply by @sonichi in https://github.com/microsoft/FLAML/pull/1165
Improve auto reply registration by @sonichi in https://github.com/microsoft/FLAML/pull/1170
Make auto reply method pluggable by @sonichi in https://github.com/microsoft/FLAML/pull/1177
support async in agents by @sonichi in https://github.com/microsoft/FLAML/pull/1178
Updated README.md with installation Link by @royninja in https://github.com/microsoft/FLAML/pull/1180
Add RetrieveChat by @thinkall in https://github.com/microsoft/FLAML/pull/1158
silent; code_execution_config; exit; version by @sonichi in https://github.com/microsoft/FLAML/pull/1179

New Contributors

@badjouras made their first contribution in https://github.com/microsoft/FLAML/pull/1051
@kevin666aa made their first contribution in https://github.com/microsoft/FLAML/pull/1090
@LeoLjl made their first contribution in https://github.com/microsoft/FLAML/pull/1113
@xiaoboxia made their first contribution in https://github.com/microsoft/FLAML/pull/1126
@minghao51 made their first contribution in https://github.com/microsoft/FLAML/pull/1122

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.4...v2.0.0

FLAML - v2.0.0rc5

Published by sonichi about 1 year ago

This version makes auto-reply methods pluggable and supports asynchronous mode in agents. An example of handling data steams is added.
Thanks to @qingyun-wu @ekzhu for laying the foundation and reviewing!

What's Changed

Make auto reply method pluggable by @sonichi in https://github.com/microsoft/FLAML/pull/1177
support async in agents by @sonichi in https://github.com/microsoft/FLAML/pull/1178

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc4...v2.0.0rc5

FLAML - v2.0.0rc4

Published by sonichi about 1 year ago

This pre-release makes lots of improvements in the agentchat framework. Many new applications are enabled.
Thanks @JieyuZ2 @gagb @thinkall @BeibinLi @ekzhu @LittleLittleCloud @kevin666aa @qingyun-wu @LeoLjl and others for your contributions!

What's Changed

update colab link by @sonichi in https://github.com/microsoft/FLAML/pull/1118
fix bug in math_user_proxy_agent by @kevin666aa in https://github.com/microsoft/FLAML/pull/1124
Add log metric by @thinkall in https://github.com/microsoft/FLAML/pull/1125
Update assistant agent by @sonichi in https://github.com/microsoft/FLAML/pull/1121
suppress printing data split type by @xiaoboxia in https://github.com/microsoft/FLAML/pull/1126
change price ratio by @sonichi in https://github.com/microsoft/FLAML/pull/1130
simplify the initiation of chat by @sonichi in https://github.com/microsoft/FLAML/pull/1131
Update docs on how to interact with local LLM by @LeoLjl in https://github.com/microsoft/FLAML/pull/1128
Json config list, agent refactoring and new notebooks by @sonichi in https://github.com/microsoft/FLAML/pull/1133
unify auto_reply; bug fix in UserProxyAgent; reorg agent hierarchy by @sonichi in https://github.com/microsoft/FLAML/pull/1142
rename GenericAgent -> ResponsiveAgent by @sonichi in https://github.com/microsoft/FLAML/pull/1146
Bump semver from 5.7.1 to 5.7.2 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1119
autogen.agent -> autogen.agentchat by @sonichi in https://github.com/microsoft/FLAML/pull/1148
MathChat blog post by @kevin666aa in https://github.com/microsoft/FLAML/pull/1096
Commenting use_label_encoder - xgboost by @minghao51 in https://github.com/microsoft/FLAML/pull/1122
raise error when msg is invalid; fix docstr; improve ResponsiveAgent; update doc and packaging; capture ipython output; configurable default reply by @sonichi in https://github.com/microsoft/FLAML/pull/1154
consecutive auto reply, history, template, group chat, class-specific reply by @sonichi in https://github.com/microsoft/FLAML/pull/1165
Improve auto reply registration by @sonichi in https://github.com/microsoft/FLAML/pull/1170

New Contributors

@xiaoboxia made their first contribution in https://github.com/microsoft/FLAML/pull/1126
@minghao51 made their first contribution in https://github.com/microsoft/FLAML/pull/1122

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc3...v2.0.0rc4

FLAML - v2.0.0rc3

Published by qingyun-wu over 1 year ago

Highlights

Added new OpenAI models' support of functions in agents. Thanks to @kevin666aa, @sonichi and @qingyun-wu
Please find a code example in this notebook: https://github.com/microsoft/FLAML/blob/main/notebook/autogen_agent_function_call.ipynb

What's Changed

temp solution for joblib 1.3.0 issue by @thinkall in https://github.com/microsoft/FLAML/pull/1100
support string alg in tune by @skzhang1 in https://github.com/microsoft/FLAML/pull/1093
update flaml version in MathChat notebook by @kevin666aa in https://github.com/microsoft/FLAML/pull/1095
doc update by @sonichi in https://github.com/microsoft/FLAML/pull/1089
Update OptunaSearch by @skzhang1 in https://github.com/microsoft/FLAML/pull/1106
Support function_call in autogen/agent by @kevin666aa in https://github.com/microsoft/FLAML/pull/1091
update notebook with new models by @sonichi in https://github.com/microsoft/FLAML/pull/1112
Enhance Integration with Spark by @levscaut in https://github.com/microsoft/FLAML/pull/1097
Add Funccall notebook and document by @kevin666aa in https://github.com/microsoft/FLAML/pull/1110
Update docstring for oai.completion. by @LeoLjl in https://github.com/microsoft/FLAML/pull/1113
Try to prevent the default AssistantAgent from asking users to modify the code by @sonichi in https://github.com/microsoft/FLAML/pull/1114

New Contributors

@LeoLjl made their first contribution in https://github.com/microsoft/FLAML/pull/1113

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc2...v2.0.0rc3

FLAML - v2.0.0rc2

Published by sonichi over 1 year ago

Highlights

Support new OpenAI gpt-3.5-turbo and gpt-4 models in autogen. Thanks to @gagb @kevin666aa @qingyun-wu @ekzhu @BeibinLi .
MathChat implemented with autogen.agents. Thanks to @kevin666aa @qingyun-wu.
Time-series related functionality in automl is factored out. Thanks to @EgorKraevTransferwise .

Thanks to all the contributors and reviewers @thinkall @qingyun-wu @EgorKraevTransferwise @kevin666aa @liususan091219 @skzhang1 @jtongxin @pcdeadeasy @markharley @int-chaos !

What's Changed

Fix documentation by @sonichi in https://github.com/microsoft/FLAML/pull/1075
encode timeout msg in bytes by @sonichi in https://github.com/microsoft/FLAML/pull/1078
Add pands requirement in benchmark option by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1070
Fix pyspark tests in workflow by @thinkall in https://github.com/microsoft/FLAML/pull/1071
Docmentation for agents by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1057
Links to papers by @sonichi in https://github.com/microsoft/FLAML/pull/1084
update openai model support by @sonichi in https://github.com/microsoft/FLAML/pull/1082
string to array by @sonichi in https://github.com/microsoft/FLAML/pull/1086
Factor out time series-related functionality into a time series Task object by @EgorKraevTransferwise in https://github.com/microsoft/FLAML/pull/989
An agent implementation of MathChat by @kevin666aa in https://github.com/microsoft/FLAML/pull/1090

New Contributors

@kevin666aa made their first contribution in https://github.com/microsoft/FLAML/pull/1090

Full Changelog: https://github.com/microsoft/FLAML/compare/2.0.0rc1...v2.0.0rc2

FLAML - 2.0.0rc1

Published by qingyun-wu over 1 year ago

This release includes:

A Major Refactor: the creation of an automl option to remove unnecessary dependencies for autogen and tune (thanks to @sonichi.)
A newly added blog post addressing adaptation in HumanEval (thanks to @sonichi.)
A newly added tutorials folder containing all the tutorials on FLAML (thanks to @qingyun-wu, @sonichi, and @thinkall.)
Documentation Improvement and Link Corrections.
The addition of documentation and a notebook example on interactive LLM agents in FLAML (thanks to @qingyun-wu, @sonichi, @thinkall, and @pcdeadeasy.)
Support more azure openai api_type (thanks to @thinkall )
Suppress warning message of pandas_on_spark to_spark (thanks to @thinkall )
Support shell command and multiple code blocks (thanks to @sonichi )
Improve the system message for assistant agent (thanks to @sonichi and @gagb )
Improve utility functions for config lists (thanks to @sonichi )
Reuse docker image in a session (thanks to @sonichi and @gagb )

A hearty welcome to our new contributor, @badjouras, who made their first contribution. Thanks to code reviewers @gagb @pcdeadeasy
@liususan091219 @thinkall @levscaut @sonichi @qingyun-wu.

What's Changed

Blogpost for adaptation in HumanEval by @sonichi in https://github.com/microsoft/FLAML/pull/1048
Improve messaging in documentation by @sonichi in https://github.com/microsoft/FLAML/pull/1050
create an automl option to remove unnecessary dependency for autogen and tune by @sonichi in https://github.com/microsoft/FLAML/pull/1007
docs: 📝 Fix link to installation section in Task-Oriented-AutoML.md by @badjouras in https://github.com/microsoft/FLAML/pull/1051
doc and test update by @sonichi in https://github.com/microsoft/FLAML/pull/1053
remove redundant doc and add tutorial by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1004
add agent notebook and documentation by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1052
Support more azure openai api_type by @thinkall in https://github.com/microsoft/FLAML/pull/1059
suppress warning message of pandas_on_spark to_spark by @thinkall in https://github.com/microsoft/FLAML/pull/1058
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 by @sonichi in https://github.com/microsoft/FLAML/pull/1056

New Contributors

@badjouras made their first contribution in https://github.com/microsoft/FLAML/pull/1051

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.4...2.0.0rc1

FLAML - v1.2.4

Published by sonichi over 1 year ago

This release contains:

improved support for using a list of configurations (thanks to @BeibinLi ),
using a filter to select from the responses out of a sequence of configurations (doc).
a new experimental human-proxy agent (thanks to @qingyun-wu and @gagb).
utility function to create config lists.
method clear_cache added in oai.Completion.
update of the default search space (thanks to @Kyoshiin and @LittleLittleCloud ).
prepare for flaml v2 (thanks to @qingyun-wu for writing the blogpost).

Breaking change:

cache_path is renamed into cache_path_root in set_cache.

Thanks to code reviewers @skzhang1 @jtongxin @pcdeadeasy @ZviBaratz @LittleLittleCloud @Borda , and to @liususan091219 @thinkall for fixing test error.

What's Changed

Catch AuthenticationError trying different configs by @BeibinLi in https://github.com/microsoft/FLAML/pull/1023
chat completion check by @sonichi in https://github.com/microsoft/FLAML/pull/1024
update model of text summarization in test by @liususan091219 in https://github.com/microsoft/FLAML/pull/1030
Human agent by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1025
fix of website link by @sonichi in https://github.com/microsoft/FLAML/pull/1042
Blogpost by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1026
Update default search space by @Kyoshiin in https://github.com/microsoft/FLAML/pull/1044
Fix PULL_REQUEST_TEMPLATE and improve test by removing unnecessary environment variable by @thinkall in https://github.com/microsoft/FLAML/pull/1043
response filter by @sonichi in https://github.com/microsoft/FLAML/pull/1039

New Contributors

@BeibinLi made their first contribution in https://github.com/microsoft/FLAML/pull/1023
@Kyoshiin made their first contribution in https://github.com/microsoft/FLAML/pull/1044

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.3...v1.2.4

FLAML - v1.2.3

Published by sonichi over 1 year ago

This release contains a number of updates in autogen and automl.

We added more utilities and documentation improvement to flaml.oai such as logging, templating and using multiple configs to make developing and experimentation with OpenAI models more convenient. (thanks to @afourney @victordibia @torronen @ekzhu )
We added an experimental coding agent based on GPT-4. (thanks to @BeibinLi @qingyun-wu @skzhang1 )
We added options to disable the default mlflow logging in automl. (thanks to @garar)
We make better use of parallelism in auto-scale spark cluster for automl and tune. (thanks to @thinkall )

Thanks to @royninja @luckyklyist @Borda @qingyun-wu @thinkall @liususan091219 for other bug fixes, documentation improvement, and engineering improvement. Thanks to @victordibia @skzhang1 @kevin666aa @jtongxin @levscaut for code reviews.

What's Changed

version update post release v1.2.2 by @sonichi in https://github.com/microsoft/FLAML/pull/1005
fixing the typo #990 by @royninja in https://github.com/microsoft/FLAML/pull/994
fixed sentence misplace #998 by @luckyklyist in https://github.com/microsoft/FLAML/pull/1010
pyproject.toml & switch to Ruff by @Borda in https://github.com/microsoft/FLAML/pull/976
update readme by @qingyun-wu in https://github.com/microsoft/FLAML/pull/1014
raise content_filter error by @sonichi in https://github.com/microsoft/FLAML/pull/1018
Fix catboost failure in mac-os python<3.9 by @thinkall in https://github.com/microsoft/FLAML/pull/1020
coding agent; logging by @sonichi in https://github.com/microsoft/FLAML/pull/1011
Add mlflow_logging param by @garar in https://github.com/microsoft/FLAML/pull/1015
fix NLP zero division error by @liususan091219 in https://github.com/microsoft/FLAML/pull/1009
update max_spark_parallelism to fit in auto-scale spark cluster by @thinkall in https://github.com/microsoft/FLAML/pull/1008
update spark session in spark tests by @thinkall in https://github.com/microsoft/FLAML/pull/1006
Mark experimental classes; doc; multi-config trial by @sonichi in https://github.com/microsoft/FLAML/pull/1021

New Contributors

@luckyklyist made their first contribution in https://github.com/microsoft/FLAML/pull/1010
@garar made their first contribution in https://github.com/microsoft/FLAML/pull/1015

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.2...v1.2.3

FLAML - v1.2.2

Published by sonichi over 1 year ago

What's Changed

update nlp notebook by @liususan091219 in https://github.com/microsoft/FLAML/pull/940
Blog post for LLM tuning by @sonichi in https://github.com/microsoft/FLAML/pull/986
fix zerodivision by @liususan091219 in https://github.com/microsoft/FLAML/pull/1000
extract code from text; solve_problem; request_timeout in config; improve code by @sonichi in https://github.com/microsoft/FLAML/pull/999

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.1...v1.2.2

FLAML - v1.2.1

Published by sonichi over 1 year ago

What's Changed

handling nlp divide by zero by @liususan091219 in https://github.com/microsoft/FLAML/pull/926
set black with 120 line length by @Borda in https://github.com/microsoft/FLAML/pull/975
Post release update by @sonichi in https://github.com/microsoft/FLAML/pull/985
fix tests failure caused by version incompatibility by @thinkall in https://github.com/microsoft/FLAML/pull/995
Expose feature and label transformer in automl.py by @JaneIllario in https://github.com/microsoft/FLAML/pull/993
make context optional; improve error handling and doc by @sonichi in https://github.com/microsoft/FLAML/pull/997

New Contributors

@JaneIllario made their first contribution in https://github.com/microsoft/FLAML/pull/993

Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.0...v1.2.1

FLAML - v1.2.0

Published by sonichi over 1 year ago

This is a major release with many new features.

Highlights

autogen subpackage in preview: text generation optimization, including support for ChatGPT and GPT-4.
Spark dataframe and SynapseML support in preview.
Holt-Winters exponential smoothing for time series forecasting.
Task class abstraction for easier task-specific development.