Atharva Shukla's repositories
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.
Language:Python000
Clustering
Clustering Passes to analyze what teams do frequently.
Language:Jupyter Notebook000
collectivemotion
modifications in the vicsek model
Language:Python000
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.
Language:Python000
vicsekmodel
Implementation of the vicsek model along with added functionalities to include to the repulsive and attractive zones.