stakepd 0.1.3

stakepd 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 stakepd

Usage

import pandas as pd
import stakepd

# 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

Documentation

License