- Shorter, cleaner package name
- Updated pyproject.toml: name = 'optimiz-rs'
- Updated all documentation (README, RELEASE_NOTES, LINKEDIN_POST, etc.)
- Rebuilt wheel: optimiz_rs-1.0.0-cp38-abi3-macosx_10_12_x86_64.whl
- Tested: Python import and DE algorithm working correctly
Package verified and ready for PyPI publication.
crates.io:
- Successfully published optimizr v1.0.0
- Available at: https://crates.io/crates/optimizr
PyPI Preparation:
- Renamed package to optimizr-rs (avoid name conflict)
- Updated pyproject.toml with new name
- Built wheel: optimizr_rs-1.0.0-cp38-abi3-macosx_10_12_x86_64.whl
- Ready for upload (need API token)
Documentation Updates:
- Updated RELEASE_NOTES with crates.io link
- Updated README.md installation instructions
- Updated LINKEDIN_POST.md with correct package names
- Created PYPI_PUBLISHING.md with token instructions
Next: Get PyPI API token and run twine upload
Notebook Improvements:
- Fixed 05_performance_benchmarks.ipynb: Reduced observation count from 50k to 10k max
- Fixed mean_field_games_tutorial.ipynb: Improved numerical stability
- Reduced grid size (100x100 -> 50x50) for Python implementation
- Added CFL condition checking and auto-adjustment
- Implemented semi-implicit schemes for better stability
- Added sub-stepping for Fokker-Planck solver
- Enhanced error handling with NaN/Inf detection
- Added graceful convergence handling
Marketing Materials:
- Created LINKEDIN_POST.md for v1.0.0 announcement
- Compelling narrative with real benchmarks
- Clear call-to-action for stars and contributions
- Links to documentation and installation
Status:
- All 8 notebooks now functional (100% success rate)
- Ready for crates.io and PyPI publication
- Professional presentation for open source community
ThotDjehuty