WAR Projections

To Do

• Implement more graphs of original data
  • Wins per age
• Create output of current year WAR prediction based on stats
• Create output of following year WAR based on stats
• Multi-year output of WAR
• Generalized data/ML functions?
• Understand time series vs. machine learning for predicting future outcomes

Dependencies

• pybaseball: https://github.com/jldbc/pybaseball
• Pandas
• Scikit Learn
• Matplotlib

Resources

The following were helpful in varying degrees when working on the model:

• General Pandas and LR topics in a baseball environment: https://www.datacamp.com/community/tutorials/scikit-learn-tutorial-baseball-1
• Time Series and ML basics: https://towardsdatascience.com/time-series-machine-learning-regression-framework-9ea33929009a