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Awesome but light option price calculator in Python

Project description

option-price

option-price is a Python-based powerful but simple option price calculator. A GUI version is available here.

Installation

pip install option-price

Usage

from optionprice import Option

An option can be initialized by:

some_option = Option(european=False,
                    kind=1,
                    s0=100,
                    k=120,
                    t=45,
                    sigma=0.01,
                    r=0.05,
                    dv=0)

option-price has three approaches to calculate the price of the price of the option. They are

  • B-S-M
  • Monte Carlo
  • Binomial Tree

option-price will choose B-S-M algorithm by default. Prices can be simply calculated by

some_option.getPrice()

Other methods of calculation are available by adding some parameters. For instance,

some_option.getPrice(method='MC',iteration = 500000)

or

some_option.getPrice(method='BT',iteration = 1000)

while MC stands for Monte Carlo and BT stands for Binomial Tree.

The iteration has a default value 500. Note that the larger the value, the slower and more precise the price.

Project details


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