A set of functions to analyze net expected threat using scouting hockey data. Paper: ScoutingData_Open.pdf

Updates

• Expected threat is vailable: HockeynxT/xTHockey.py
  • Expected Threat model with variable time-remaining-in-period
  • An example on how to use this module can be found here: examples/Getting xT values.ipynb
• Net Expected Threat is available here: HockeynxT/nxTHockey.py
  • An example on how to use this module can be found here: examples/Getting nxT values.ipynb

Authors:

• socceraction
• Adrian Cadena
• Pablo Landeros
• Evan Cheney

Citations

Special thanks to:

Socceraction as we adapted their open-source code as a base to work on hockey and as a blueprint. The socceraction team is now cited and listed as co-author of this code. Visit their module here: https://github.com/ML-KULeuven/socceraction)

Karun Singh for the developing the methodology behind Expected Threat. His model and approach was leveraged as the base of our model. Read about Expected Threat here: https://karun.in/blog/expected-threat.html