Game-Intelligence-for-Chess

For quick calculation of Game Intelligence (GI) and Game Point Loss (GPL) or Missed Points in chess games for a given .PGN file.

Scripts

1. main.py: main script.
2. pgn_evaluation_fast_analyzer.py: Analyzes Stockfish-annotated PGN files and outputs a JSON file with the stats.
3. stockfish_pgn_annotator.py: Annotates PGN files with Stockfish evaluations and outputs the annotated PGN.

Reference

• For more information, see https://doi.org/10.48550/arXiv.2302.13937
• For World Championship and super GM games, see https://github.com/drmehmetismail/Performance-Metrics
• For Engine vs Engine games (CCRL), see https://github.com/drmehmetismail/Engine-vs-engine-chess-stats
• For Lichess games, see https://github.com/drmehmetismail/Chess-Data-Processing

Citation

Please cite the following paper if you find this helpful.

@article{ismail2023human,
  title={Human and Machine Intelligence in n-Person Games with Partial Knowledge: Theory and Computation},
  author={Ismail, Mehmet S},
  journal={arXiv preprint arXiv:2302.13937},
  year={2023}
}