infomeasure 0.4.0

Cross-Entropy Support and Stability Improvements

on Python PyPI

This release introduces cross-entropy support, documentation enhancements, and stability improvements, marking the project as stable.

Key Highlights

1. Cross-Entropy Support

• Added cross-entropy calculations for all approaches.
• Restricted joint random variables (RVs) for cross-entropy to ensure clarity.

2. Documentation Updates

• Added detailed documentation for cross-entropy, with examples and integration into the existing documentation structure.
• Enhanced README.md with logos, badges, and improved formatting.

3. Stability and Code Quality

• Addressed warnings in the code by treating them as errors in pytest.
• Improved OS compatibility for tests to ensure broader support.

Changelog

For a complete list of changes, see the changelog.

Installation

You can install or upgrade the package using:

pip install infomeasure --upgrade

Acknowledgments

For more details, visit the documentation.

Commits: 0.3.3...0.4.0