3 Commits

Author	SHA1	Message	Date
Melvin Alvarez	25c7539c21	feat(examples): Complete Mean Field Games tutorial with Rust implementation ... - Fixed Python bindings build with maturin (replaces cargo build) - Updated MFG tutorial notebook to use actual Rust solver (solve_mfg_1d_rust) - Added graceful handling of Python numerical instability - All visualization cells working with beautiful 3D plots - Rust solver demonstrates stable computation (0.4s for 100×100 grid) - Tutorial showcases Rust advantages: no NaN, robust numerics, parallel execution Tested full workflow: maturin build → notebook execution → all cells pass	2026-01-04 16:54:04 +01:00
Melvin Alvarez	1a866da60b	feat(mean_field): Add Python bindings and comprehensive tutorial notebook ... - Add python_bindings.rs with MFGConfigPy and solve_mfg_1d_rust - Update notebook to compare Rust vs Python implementations - Add performance benchmarking and accuracy validation - Include convergence plots and 3D visualizations - Update __init__.py to expose MFG functions Note: Python bindings need maturin build due to macOS linker issues with cargo	2026-01-04 14:52:14 +01:00
Melvin Alvarez	27e1b377ac	feat(mean_field): Implement Mean Field Games module with PDE solvers ... - Add complete mean_field module with 6 submodules - Implement HJB and Fokker-Planck PDE solvers with rayon parallelization - Add forward-backward fixed-point iteration algorithm - Include Nash equilibrium and optimal transport utilities - Add comprehensive Jupyter notebook tutorial with: * Mathematical formulation (HJB and FP equations) * Finite difference methods explanation * Complete congestion game example * 3D visualizations and convergence plots * Citations to Jiang, Chewi, Pooladian (2023) paper - All tests passing (5 tests in mean_field module) - Based on 'Numerical Methods for Mean Field Games' PDF algorithms	2026-01-04 13:30:57 +01:00