feat: Fix remaining notebooks and prepare v1.0.0 publication

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

This commit is contained in:

ThotDjehuty

2026-02-17 09:05:43 +01:00

parent 0c0c060bee

commit 5f44714261

4 changed files with 256 additions and 153 deletions

examples/notebooks/01_hmm_tutorial.ipynb

+1 -1

View File

@@ -568,7 +568,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.13.2"
    "version": "3.11.13"
   }
  },
  "nbformat": 4,