ax-platform 1.2.1

Adaptive Experimentation

Stars: 2705, Watchers: 2705, Forks: 357, Open Issues: 169

The facebook/Ax repo was created 7 years ago and the last code push was 11 hours ago.
The project is very popular with an impressive 2705 github stars!

How to Install ax-platform

You can install ax-platform using pip

pip install ax-platform

or add it to a project with poetry

poetry add ax-platform

Package Details

Author

Meta Platforms, Inc.

License

None

Homepage

None

PyPi:

https://pypi.org/project/ax-platform/

GitHub Repo:

https://github.com/facebook/Ax

Classifiers

Related Packages

Errors

A list of common ax-platform errors.

Code Examples

Here are some ax-platform code examples and snippets.

GitHub Issues

The ax-platform package has 169 open issues on GitHub

• Simplify TransitionCriteria classes by replacing MaxGenerationParallelism with MinTrials
• Replace deprecated torchx Runner.stop() with cancel()
• Add more representative unit tests for load_experiment(skip_runners_and_metrics=True)
• T248151125 Fix Ax OSS compatibility with scikit-learn version 1.8.0
• Address PytestCollection Warning
• Fixing long-running flaky unit test
• Only add sq arm when cloning if there is no sq arm present
• Add SQLAlchemy>=1.4.17 to Ax GitHub pyproject dependencies
• Split of "[ax][BE- Warnings Improvement][1/n] Fix read-only numpy arrays in cross-validation"
• Increase restritiveness of data requirements for TrialBasedCriteria
• [FEATURE REQUEST]: Adding the option to pass a "State" object to the client to support TuRBO, MORBO and BAxUS
• Suppress deprecation warnings in tests
• Fix ChainedAssignmentError in warm_start_from_old_experiment
• Fix np.int64 vs int type mismatch in Data.trial_indices
• Fix StringDtype vs object dtype mismatch in Data._safecast_df

See more issues on GitHub