ExponentialFamilyManifolds.jl provides implementations of manifolds for the natural parameters of exponential family distributions, using Manifolds.jl. These manifolds are compatible with ManifoldsBase.jl, enabling optimization of the natural parameters of exponential family distributions using Manopt.jl.
Refer to the documentation for more information and optimization examples.
We welcome contributions and questions from the community! Here's how you can get involved:
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Q&A and Discussions: Have questions or want to discuss ideas? Join our discussions where you can:
- Ask questions in the Q&A section
- Share ideas and proposals
- Show your work with the package
- Stay updated with announcements
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Issues: Found a bug or want to request a feature? Please open an issue on our GitHub repository.
Contributions are encouraged and appreciated! Here's how you can contribute:
- Fork the repository and create your feature branch from
main - Write clear, documented code and add tests for new functionality
- Ensure all tests pass
- Submit a pull request with a clear description of your changes
For more detailed information about contributing, please check our discussions page.
- Announcements: https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl/discussions/categories/announcements
- Ideas: https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl/discussions/categories/announcements
- Q&A: https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl/discussions/categories/announcements
- Show and Tell: https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl/discussions/categories/announcements
- Issues: https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl/issues