elo-engineering - Build multi-variant Elo rating systems
Builds multi-variant Elo rating systems for sports prediction
Tags
Updated: 2026-06-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- build rating systems
- tune K-factor
- adjust home advantage
- calculate momentum
- compute offensive ratings
- compute defensive ratings
- apply season carryover
- adjust for margin of victory
- export ratings table
- validate parameters
- process game results
- calculate win probability
Inputs
- historical game results
- team statistics
- sport type
- season data
- K-factor values
Outputs
- rating tables
- win probabilities
- tuned parameters
- validation metrics
Requirements
- historical game data
- PuckAPI access