harjobandeepsingh / quantmodels

Quantmodels is a Python package that provides implementations of various financial models commonly used in finance and investment analysis.

quantmodels

Overview

quantmodels is a Python package that provides implementations of various financial models commonly used in finance and investment analysis.

Installation

You can install the package using pip: pip install quantmodels

Included Financial Models

1. Binomial Option Pricing Model (BOPM) The Binomial Option Pricing Model is a numerical method used for option pricing. It calculates the option price and call option price based on parameters such as underlying price, strike price, risk-free rate, volatility, time to maturity, and the number of steps in the binomial tree

from quantmodels.opm import binomial_option_pricing

Example usage for Put Option Price

Parameters underlying_price: Current price of the underlying asset.

strike_price: Strike price of the option.

risk_free_rate: Risk-free interest rate.

volatility: Volatility of the underlying asset.

time_to_maturity: Time to maturity of the option.

num_steps: Number of steps in the binomial tree.

call_price = binomial_option_pricing(underlying_price, strike_price, time_to_maturity, risk_free_rate, volatility, periods, 'call')

put_price = binomial_option_pricing(underlying_price, strike_price, time_to_maturity, risk_free_rate, volatility, periods, 'put')

print(f"Call Option Price: {call_price:.2f}")
print(f"Put Option Price: {put_price:.2f}")