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TrackML

  • Machine learning approaches for the particle tracking problem of the CERN Atlas detector.
  • EDA
  • Feature engineering
  • Feature selection (various types)
  • Investigation of Hough methods, Spherical hashing and RANSAC-based methods
  • TrackML on Kaggle