Quantitative Finance tools
python finance options derivatives monte-carlo-simulation option-pricing quantitative-finance monte-carlo-methods blackscholes derivative-pricing binomial-tree quants
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Jul 6, 2023 - Python
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Simple python/streamlit web app for European option pricing using Black-Scholes model, Monte Carlo simulation and Binomial model. Spot prices for the underlying are fetched from Yahoo Finance API.
python docker google-cloud yahoo-finance-api monte-carlo-simulation option-pricing black-scholes binomial-tree pandas-datareader streamlit
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Jan 17, 2025 - Python
Option pricing using Black-Scholes model, Bachelier model, Binomial Trees and Monte Carlo simulation under different stochastic processes
python options monte-carlo derivatives option-pricing quantitative-finance binomial-model black-scholes binomial-tree
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Jul 24, 2022 - Python
EcoFin is a quantitative economic library
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Apr 4, 2021 - Python
OptionsPricerLib is a Python library for pricing financial options using various european and american models. The library provides options pricing, implied volatility calculation, and the Greeks for options, covering models such as Barone-Adesi Whaley, Black-Scholes, Leisen-Reimer, Jarrow-Rudd, and Cox-Ross-Rubinstein.
python options numba iv black-scholes implied-volatility binomial-tree greeks binomial-trees jarrow-rudd-binomial-tree options-pricing black-scholes-merton greek-calculations cox-ross-rubenstein black-scholes-model jarrow-rudd black-scholes-equation black-scholes-model-application barone-adesi-whaley leison-reimer
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Nov 5, 2024 - Python
Demonstrate methods to improve accuracy of pricing options with binomial trees
option-pricing quantitative-finance american-options black-scholes binomial-tree richardson-extrapolation cox-ross-rubinstein
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Nov 16, 2025 - Python
Professional-grade options pricing and analytics platform with real-time market data, advanced visualization, and multiple option pricing models.
python3 monte-carlo-simulation cme equity-options binomial-tree options-pricing black-scholes-merton streamlit black-76
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Aug 9, 2025 - Python
An intuitive and versatile options library.
finance options quant derivatives option-pricing quantitative-finance risk-management options-trading binomial-tree derivatives-pricing black-scholes-merton
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Dec 20, 2025 - Python
Option pricing using the Binomial-tree, Monte Carlo method and Partial differential equation
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Dec 31, 2022 - Python
Lattice/tree pricing methods for European and American options
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Jul 16, 2020 - Python
Python/Streamlit web app for European option pricing using Black-Scholes model, Monte Carlo simulation and Binomial model. Spot prices for the underlying are fetched from Yahoo Finance API.
python docker monte-carlo option-pricing quantitative-finance google-cloud-platform black-scholes binomial-tree streamlit
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Apr 19, 2024 - Python
Option Pricing Calculator using the Binomial Pricing Method (No Libraries Required)
python finance calculator options option-pricing binomial-model binomial-tree option-pricing-calculator
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Dec 23, 2025 - Python
A modular Python toolkit for advanced options pricing, volatility modeling, Greeks computation, and risk analysis. Includes Monte Carlo and Black-Scholes models, machine learning volatility surfaces, and interactive visualizations via Streamlit.
finance machine-learning options monte-carlo quant quantitative-finance volatility quantitative-trading black-scholes risk-management options-trading binomial-tree volatility-framework options-pricing streamlit quantitative-research quant-finance volatility-forecasting
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Jan 31, 2026 - Python
Uses two different methods to calculate a callback option's expected value
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Oct 13, 2018 - Python
Option Pricing Web App: Calculate European/American options using Black-Scholes, Binomial, and Trinomial models. Convergence Comparsion.
python cython option-pricing black-scholes binomial-tree jarrow-rudd-binomial-tree trinomial-tree cox-ross-rubenstein jarrow-rudd kamrad-ritchken
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Oct 19, 2023 - Python
Binomial Tree Options Pricing Model
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May 16, 2024 - Python
options pricer web app with black-scholes, binomial trees, and live market data
python finance quantlib derivatives quantitative-finance black-scholes binomial-tree jax options-pricing streamlit
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Jan 4, 2026 - Python
In this project I try to price options using different pricing methods with real market data from the yfinance api module in python. I also need to estimate certain model parameters in order to use these models.
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Nov 20, 2024 - Python
Interactive Streamlit dashboard for visualizing and comparing option pricing models -- Black-Scholes, Binomial Trees, Monte Carlo, Asian, and Barrier options -- with real-time simulations and strategy insights.
derivatives monte-carlo-simulation interactive-visualizations black-scholes financial-engineering binomial-tree options-pricing asian-option barrier-option
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Apr 19, 2025 - Python
An option valuation webapp in Python
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Jan 15, 2026 - Python
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