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.
What's Changed
- precommit: end-of-file-fixer by @Borda in #929
- adding precommit check by @Borda in #930
- Bump http-cache-semantics from 4.1.0 to 4.1.1 in /website by @dependabot in #913
- adding openai documentation by @liususan091219 in #938
- improve max_valid_n and doc by @sonichi in #933
- Update doc and notebook by @skzhang1 in #946
- ChatGPT support by @sonichi in #942
- Extract task class from automl by @markharley in #857
- fix delete in TransformersEstimator, so to remove the ckpt not found warning in PR 940 by @liususan091219 in #950
- Support spark dataframe as input dataset and spark models as estimators by @thinkall in #934
- gpt-4 support; openai workflow fix; model str; timeout; voting by @sonichi in #958
- more tolerant time limit for test_overtime by @levscaut in #960
- Adding a test function for OpenAI completion in flaml by @qingyun-wu in #951
- Noctus contribute by @AyeshGK in #961
- add timeout to openai create by @thinkall in #973
- ci: concurrency by @Borda in #931
- Bump eta from 1.12.3 to 2.0.0 in /website by @dependabot in #941
- Bump webpack from 5.74.0 to 5.76.1 in /website by @dependabot in #952
- Bump @sideway/formula from 3.0.0 to 3.0.1 in /website by @dependabot in #963
- Add Holt-Winters exponential smoothing by @coffepowered in #962
- autogen subpackage by @sonichi in #968
New Contributors
Full Changelog: v1.1.3...v1.2.0