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activematter_thesis

clustering

Clustering Passes to analyze what teams do frequently.

collectivemotion

modifications in the vicsek model

expected-goals

Using wyscout data to create a xG model

expected-threat-and-more

Deriving Expected threat as first introduced by Karun Singh in his blog post. Using this metric to further visualize the difference between the top 5 teams and players in the La-Liga 2017-2018 season.

icegorilla12.github.io

nlse-pytorch

Solving NLSE with the help of a feedforward neural network

pass-networks

Trying to make Pass networks more intuitive as well as rich in information

unexpected-threat

Quantifying the quality of passing options available at any point of time.

vicsekmodel

Implementation of the vicsek model along with added functionalities to include to the repulsive and attractive zones.