Implementation and Optimisation in ACTS of algorithms exposed in TrackML challenge
- Mentors
- Moritz Kiehn, Andreas Salzburger, David ROUSSEAU
- Organization
- CERN-HSF
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