A Python package for calculating option Greeks and implied volatility.
Project description
volg
A Python package for calculating option Greeks and implied volatility.
Installation
pip install volg
Features
- Calculate implied volatility (IV) using binary search method
- Compute option Greeks (Delta, Gamma, Vega, Theta, etc.)
- Calculate exposures (Delta exposure, Gamma exposure, etc.)
- Support for both call and put options
Usage
import volg
# Calculate implied volatility
iv = volg.greek.iv(spot_price, strike_price, interest_rate, days_to_expiry, option_price, flag='C')
# Calculate Greeks
greeks = volg.greek.greeks(spot_price, strike_price, interest_rate, days_to_expiry, option_price, flag='C')
# Process a dataframe with option data
df = volg.greek.compute_greeks_vectorized(df)
df = volg.greek.compute_exposure(df)
Alternative import style:
from volg import greek
# Calculate implied volatility
iv = greek.iv(spot_price, strike_price, interest_rate, days_to_expiry, option_price, flag='C')
# Calculate Greeks
greeks = greek.greeks(spot_price, strike_price, interest_rate, days_to_expiry, option_price, flag='C')
License
MIT License
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