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@micahmelling
Created March 6, 2018 04:20
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simulation_runs = 100
counter = 0
while counter < simulation_runs:
temp_df = run_match_up_simulation(fastball_surrender_prob, curve_surrender_prob, change_surrender_prob,
fastball_hit_prob, curve_hit_prob, change_hit_prob, zero_zero_pitch_probs,
zero_zero_hit_surrender_prob, zero_zero_hit_prob, one_zero_pitch_probs,
one_zero_hit_surrender_prob, one_zero_hit_prob, zero_one_pitch_probs,
zero_one_hit_surrender_prob, zero_one_hit_prob, one_one_pitch_probs,
one_one_hit_surrender_prob, one_one_hit_prob, two_zero_pitch_probs,
two_zero_hit_surrender_prob, two_zero_hit_prob, zero_two_pitch_probs,
zero_two_hit_surrender_prob, zero_two_hit_prob, one_two_pitch_probs,
one_two_hit_surrender_prob, one_two_hit_prob, two_one_pitch_probs,
two_one_hit_surrender_prob, two_one_hit_prob, three_zero_pitch_probs,
three_zero_hit_surrender_prob, three_zero_hit_prob, two_two_pitch_probs,
two_two_hit_surrender_prob, two_two_hit_prob, three_one_pitch_probs,
three_one_hit_surrender_prob, three_one_hit_prob, three_two_pitch_probs,
three_two_hit_surrender_prob, three_two_hit_prob, zero_zero_swing_prob,
one_zero_swing_prob, zero_one_swing_prob, one_one_swing_prob,
two_zero_swing_prob, zero_two_swing_prob, one_two_swing_prob,
two_one_swing_prob, three_zero_swing_prob, two_two_swing_prob,
three_one_swing_prob, three_two_swing_prob, swing_produces_out)
at_bat_results = at_bat_results.append(temp_df)
counter += 1
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