* Initial plan
* Fix: Preserve FLAML_sample_size in best_config_per_estimator
Modified best_config_per_estimator property to keep FLAML_sample_size when returning best configurations. Previously, AutoMLState.sanitize() was removing this key, which caused the sample size information to be lost when using starting_points from a previous run.
Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com>
* Add a test to verify the improvement of starting_points
* Update documentation to reflect FLAML_sample_size preservation
Updated Task-Oriented-AutoML.md to document that best_config_per_estimator now preserves FLAML_sample_size:
- Added note in "Warm start" section explaining that FLAML_sample_size is preserved for effective warm-starting
- Added note in "Get best configuration" section with example showing FLAML_sample_size in output
- Explains importance of sample size preservation for continuing optimization with correct sample sizes
Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com>
* Fix unintended code change
* Improve docstrings and docs
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com>
Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: Li Jiang <lijiang1@microsoft.com>
* Add best practices
* Update docs to reflect on the recent changes
* Improve model persisting best practices
* Bump version to 2.4.1
* List all estimators
* Remove autogen
* Update dependencies
