This release contains a number of updates in autogen and automl.
- We added more utilities and documentation improvement to
flaml.oaisuch 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 #1005
- fixing the typo #990 by @royninja in #994
- fixed sentence misplace #998 by @luckyklyist in #1010
- pyproject.toml & switch to Ruff by @Borda in #976
- update readme by @qingyun-wu in #1014
- raise content_filter error by @sonichi in #1018
- Fix catboost failure in mac-os python<3.9 by @thinkall in #1020
- coding agent; logging by @sonichi in #1011
- Add mlflow_logging param by @garar in #1015
- fix NLP zero division error by @liususan091219 in #1009
- update max_spark_parallelism to fit in auto-scale spark cluster by @thinkall in #1008
- update spark session in spark tests by @thinkall in #1006
- Mark experimental classes; doc; multi-config trial by @sonichi in #1021
New Contributors
- @luckyklyist made their first contribution in #1010
- @garar made their first contribution in #1015
Full Changelog: v1.2.2...v1.2.3