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Baseline solutions for the MLHEP-2020 muon identification challenge

Baseline - simple.ipynb contains a naive xgboost solution

Baseline - advanced.ipynb contains a primer on jagged arrays processing

scoring.py contains an implementation of the quality metric

utils.py contains data reading and jagged arrays processing utilities

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Muon identification chellenge for MLHEP-2020

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  • Jupyter Notebook 80.3%
  • Python 19.7%