Wide-Open-Space_Pitch_Control_Model

Implementing models of the paper
"Wide Open Spaces: A statistical technique for measuring space creation in professional soccer" by Javier Fernandes

Notebook

This is a notebook to study soccer modeling of "Wide Open Spaces:..."

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
Clips		Clips
Data		Data
Gif		Gif
PitchControl		PitchControl
SpaceValueModel		SpaceValueModel
src		src
.DS_Store		.DS_Store
.gitattributes		.gitattributes
1.1 Loading and preprocessing.ipynb		1.1 Loading and preprocessing.ipynb
1.2 Preprocessing velocity.ipynb		1.2 Preprocessing velocity.ipynb
1.3 Preprocessing event.ipynb		1.3 Preprocessing event.ipynb
2.1 Voronoi Diagram.ipynb		2.1 Voronoi Diagram.ipynb
2.2 Pitch control model.ipynb		2.2 Pitch control model.ipynb
3.1 Constructing dataset for Space Value.ipynb		3.1 Constructing dataset for Space Value.ipynb
3.2 ML for Space Value (pytorch).ipynb		3.2 ML for Space Value (pytorch).ipynb
3.3 Space Occupation Gain.ipynb		3.3 Space Occupation Gain.ipynb
3.4 Space Generation Gain.ipynb		3.4 Space Generation Gain.ipynb
README.md		README.md