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Machine LearningIn progress

Chess Player Rating Predictor

Infer strength from game data

Rating is a number the system assigns you after hundreds of games. The question here is how much of it is recoverable from the moves alone — what features of play actually encode strength.

What it does

  • Trained on large historical game datasets
  • Predicts player rating from game data
  • scikit-learn modelling pipeline
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