2 Commits

Author SHA1 Message Date
ThotDjehuty b10263b4f2 docs: Rebrand OptimizR to Optimiz-rs throughout documentation
Updated Branding in ReadTheDocs:
-  All 'OptimizR' → 'Optimiz-rs' (17 files)
-  Project name in conf.py
-  HTML title and short title
-  All algorithm documentation
-  Getting started guide
-  Installation guide
-  Theory/mathematical foundations
-  Archive documentation

Documentation now consistently uses the new 'optimiz-rs' branding that
matches both PyPI and crates.io package names.

Note: Python module name 'optimizr' in import statements intentionally
unchanged (that's the actual module name).
2026-02-17 10:09:15 +01:00
Melvin Alvarez 3e4390e462 chore(release): Prepare OptimizR v1.0.0 for production release
Production Release Preparation:

- 75% notebook success rate (6/8 fully functional)

- Comprehensive documentation and repository cleanup

Documentation:

- Created comprehensive examples/notebooks/README.md (200+ lines)

- Updated docs/source/index.rst version badge (0.3.0 to 1.0.0)

- Archived 17 temporary development markdown files to docs/archive/

- Added examples/notebooks/.gitignore for outputs/

Repository Cleanup:

- Removed test_release.py (temporary test script)

- Removed NOTEBOOK_EXECUTION_REPORT.md (development artifact)

- Organized development docs into docs/archive/

Working Notebooks (6/8):

1. 01_hmm_tutorial.ipynb - Market regime detection

2. 02_mcmc_tutorial.ipynb - Bayesian inference

3. 03_differential_evolution_tutorial.ipynb - Global optimization

4. 03_optimal_control_tutorial.ipynb - HJB equations

5. 04_kalman_filter_sensor_fusion.ipynb - Sensor fusion

6. 04_real_world_applications.ipynb - Portfolio optimization

Documented Limitations (2/8):

7. 05_performance_benchmarks.ipynb - Memory limits

8. mean_field_games_tutorial.ipynb - Numerical stability

Validation:

- All 11 core tests passing (0.73s)

- HMM, MCMC, Differential Evolution, Grid Search validated
2026-02-16 17:56:27 +01:00