The purpose of this notebook is to explore different methods for the valuation of options within the framework of the Black-Scholes pricing model with the use of Python. In particular, we will rely on Monte Carlo methods for the pricing of european call options, and compare the results with those obtained through the exact Black-Scholes solution…
☆29Jul 17, 2019Updated 7 years ago
Alternatives and similar repositories for Black-Scholes-Option-Pricing-with-Monte-Carlo-
Users that are interested in Black-Scholes-Option-Pricing-with-Monte-Carlo- are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Monte Carlo option pricing algorithms for vanilla and exotic options☆26Jul 18, 2020Updated 6 years ago
- Calculation and Visualization of Option Price and Greeks on European Options using the Black-Scholes Option Pricing Model☆36Sep 13, 2023Updated 2 years ago
- Automatically perform exploratory data analysis, and generate a report in Word '.docx' format.☆10Feb 11, 2026Updated 5 months ago
- Developed a Python program that calculates the price of both calls and put options using methods like Monte Carlo Simulation, Black Schol…☆19Jan 5, 2020Updated 6 years ago
- A 50ETF Option Volatility Arbitrage Strategy Based on SABR Model☆27Dec 26, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Mar 16, 2022Updated 4 years ago
- A library for black-scholes euro options pricing, algorithmic delta hedging, and visualization☆65Jan 5, 2020Updated 6 years ago
- Monte Carlo Methods to Calculate Value of Real Options in Oil and Gas Applications☆11Jun 4, 2014Updated 12 years ago
- Notebooks illustrating how to use the sxs python package☆12Aug 8, 2024Updated last year
- Data package for R actuarial workshops☆12Jun 8, 2023Updated 3 years ago
- How to automate feature generation process for large scale time series data using two python libraries tsfresh and Dask☆13Jan 30, 2021Updated 5 years ago
- Example Mathematica notebooks☆17Jul 24, 2023Updated 3 years ago
- This site contains lecture notes for Life Contingencies, also known as Actuarial Mathematics. It is part of the Open Actuarial Textbooks …☆20Jul 24, 2017Updated 9 years ago
- A streamlined take on the original Cox, Ross and Rubinstein method.☆15Mar 20, 2017Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- BlackScholes Model, with Montecarlo implmented in python with TensorFlow☆18Jan 5, 2016Updated 10 years ago
- three stochastic volatility model: Heston, SABR, SVI☆97Mar 6, 2019Updated 7 years ago
- CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning - 2nd Training School☆19Mar 16, 2020Updated 6 years ago
- Implementation of option pricing models using Numba that performs better. This entire project has utilized as little libraries as possibl…☆20Sep 15, 2022Updated 3 years ago
- Tryangle is an automatic chainladder reserving framework. It provides scoring and optimisation methods based on machine learning techniqu…☆28Jun 11, 2023Updated 3 years ago
- Survival guide / crash course on C++ and spectre (https://github.com/sxs-collaboration/spectre)☆20Jul 17, 2020Updated 6 years ago
- Implementations of the Heston stochastic volatility model☆24Apr 15, 2015Updated 11 years ago
- Towards Explainability of Machine Learning Models in Insurance Pricing☆32Jun 17, 2020Updated 6 years ago
- Application to finance☆39Sep 24, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Mathematica package for computing solutions to the Teukolsky equation.☆26Updated this week
- Starter app that fetches orders from a Shopify store (via private app access token) using the GraphQL API.☆12Dec 8, 2022Updated 3 years ago
- Notebook for 19 January PyData Singapore Meetup☆27Jan 18, 2016Updated 10 years ago
- A wiki for new members of the Simulating eXtreme Spacetime collaboration, with useful links and advice.☆27Jul 2, 2026Updated 3 weeks ago
- This project is based upon the paper: Frazzini, A. & Pedersen, L. (2014). Betting against beta.☆24Jan 20, 2022Updated 4 years ago
- Article on using deep learning to extract order flow information from the limit order book and forecast directional moves☆24Aug 6, 2023Updated 2 years ago
- The Implied Volatility Smirk of Individual Option in S&P 500 Shows its Underlying Asset’s Return☆37Oct 19, 2020Updated 5 years ago
- Python webapp running on Streamlit to scan the Nasdaq 100 and S&P 500 for 60+ candlestick patterns. For each matching pattern, show Tradi…☆14Apr 11, 2023Updated 3 years ago
- Holds tutorials for how to build things with the Data USA API and embedded visualizations.☆10Jul 14, 2017Updated 9 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- See how cluster analysis help us to get rid of the sea of financial metrics during portfolio construction☆13Jul 9, 2020Updated 6 years ago
- Fractals using Python 3☆10Apr 9, 2021Updated 5 years ago
- A model free Monte Carlo approach to price and hedge American options equiped with Heston model, OHMC, and LSM☆124Apr 5, 2019Updated 7 years ago
- ☆15Mar 1, 2021Updated 5 years ago
- A Python implementation of the matrix profile algorithm☆16Feb 2, 2020Updated 6 years ago
- Pytorch Implementation of the Explainable Conditional Adversarial Autoencoder using Saliency Maps and SHAP (J. of Imaging - MDPI)☆12Mar 5, 2025Updated last year
- Simple btc trend following algorithm, using cbpro api.☆13Nov 15, 2020Updated 5 years ago