Porting and Analysis of top solution algorithms from the TrackML challenge to ACTS framework. The algorithms include the combinatorial Mikado tracker, Cloudkitchen's Neural Network and DAG-based tracker and top-quarks' logistic regression and outlier density estimation algorithm. Added an example of running a PyTorch model in ACTS and testing genetic algorithms for optimization of the Mikado Tracker

Organization

Student

Sharad Chitlangia

Mentors

  • Moritz Kiehn
  • Andreas Salzburger
  • David ROUSSEAU
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2019