Successfully executed and saved outputs for:
- 01_hmm_tutorial.ipynb (HMM regime detection examples)
- 03_optimal_control_tutorial.ipynb (Optimal control and Kalman filtering)
These notebooks now demonstrate working code with real outputs,
validating documentation examples for v1.0.0 release.
Note: Several notebooks require API updates to match current library:
- 02_mcmc_tutorial.ipynb - mcmc_sample API changed
- 03_differential_evolution_tutorial.ipynb - parameter names changed
- 04_kalman_filter_sensor_fusion.ipynb - syntax errors
- 04_real_world_applications.ipynb - requires investigation
- 05_performance_benchmarks.ipynb - requires investigation
- mean_field_games_tutorial.ipynb - requires investigation
These will be fixed in follow-up commits.
- Replace non-existent Python examples with actual files
- Fix all placeholder yourusername URLs to ThotDjehuty
- Remove references to non-existent optimal_control.md theory doc
- Update examples to reference: hmm_regime_detection.py, parallel_de_benchmark.py, polaroid_optimizr_integration.py, timeseries_integration.py
Melvin Alvarez