Baseball Simulator

built using simulation parameters from Mathletics
see Mathletics Event Probabilities for the complete tree of event probabilities

How many runs would a team of Ichiro's from 2004 create?

from bball import InningSimulator, \
                  MonteCarloInningEngine, \
                  BatterStats

from bball.setups import MathleticsSimpleEventGenerator


player = BatterStats.create('ichiro', {
    'AB': 704, ## Appearance
    'SH': 2, ## Sac Bunts
    'SF': 3, ## Sac Flys
    'K': 63,
    'BB': 49,
    'HBP': 4,
    '1B': 225,
    '2B': 24,
    '3B': 5,
    'HR': 8
})

simulator = InningSimulator(
    MathleticsSimpleEventGenerator().create(batter)
)

ichiro_runs = MonteCarloInningEngine(simulator).run()

print(ichiro_runs * avg_innings_per_game, 'runs per game')

~ 6.575791999999999 runs per game