A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
MIT License
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Published by thinkall 29 days ago
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.3.0...v2.3.1
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.
datasets
package by @Borda in https://github.com/microsoft/FLAML/pull/1334
py3.8+
by @Borda in https://github.com/microsoft/FLAML/pull/1333
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.2.0...v2.3.0
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.
mdformat
by @Borda in https://github.com/microsoft/FLAML/pull/1276
callbacks=None
to XGBoostSklearnEstimator._fit
by @Atry in https://github.com/microsoft/FLAML/pull/1322
r2_score
raises an error by @Atry in https://github.com/microsoft/FLAML/pull/1325
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.2...v2.2.0
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.1...v2.1.2
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!
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.1.0...v2.1.1
Published by sonichi about 1 year ago
This update renames a few classes and methods.
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.3...v2.1.0
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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.2...v2.0.3
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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.1...v2.0.2
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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0...v2.0.1
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.
autogen
and tune
.autogen
and rolled out the extensibility of autogen agents.agentchat
framework, enabling many new applications.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.
autogen/agent
by @kevin666aa in https://github.com/microsoft/FLAML/pull/1091
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.4...v2.0.0
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!
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc4...v2.0.0rc5
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!
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc3...v2.0.0rc4
Published by qingyun-wu over 1 year ago
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
autogen/agent
by @kevin666aa in https://github.com/microsoft/FLAML/pull/1091
Full Changelog: https://github.com/microsoft/FLAML/compare/v2.0.0rc2...v2.0.0rc3
Published by sonichi over 1 year ago
autogen
. Thanks to @gagb @kevin666aa @qingyun-wu @ekzhu @BeibinLi .autogen.agents
. Thanks to @kevin666aa @qingyun-wu.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 !
Full Changelog: https://github.com/microsoft/FLAML/compare/2.0.0rc1...v2.0.0rc2
Published by qingyun-wu over 1 year ago
This release includes:
automl
option to remove unnecessary dependencies for autogen
and tune
(thanks to @sonichi.)tutorials
folder containing all the tutorials on FLAML (thanks to @qingyun-wu, @sonichi, and @thinkall.)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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.4...2.0.0rc1
Published by sonichi over 1 year ago
This release contains:
oai.Completion
.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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.3...v1.2.4
Published by sonichi over 1 year ago
This release contains a number of updates in autogen and automl.
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 )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.
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.2...v1.2.3
Published by sonichi over 1 year ago
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.1...v1.2.2
Published by sonichi over 1 year ago
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.2.0...v1.2.1
Published by sonichi over 1 year ago
This is a major release with many new features.
Full Changelog: https://github.com/microsoft/FLAML/compare/v1.1.3...v1.2.0