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Project description
pandabet is a Python package that extends pandas with specialized tools for sports betting analytics. It provides custom DataFrame methods and utilities for modeling, analyzing, and simulating sports bets, odds, and outcomes.
Features
- Sports betting-specific DataFrame extensions
- Odds conversion and normalization
- Bet simulation and bankroll management tools
- Integration with pandas workflows
Installation
pip install pandabet
Usage
import pandas as pd
import pandabet
# Example: Calculate implied probabilities from odds
odds = pd.Series(2.0, 3.5, 1.8) # A pandas Series of decimal odds
implied_probability = odds.implied_probability()
print(implied_probability)
# Output:
# 0 0.500000
# 1 0.285714
# 2 0.555556
# dtype: float64
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