MathePhysics / UROP-2022
Option Pricing with Machine Learning Methods
☆13Updated 9 months ago
Alternatives and similar repositories for UROP-2022:
Users that are interested in UROP-2022 are comparing it to the libraries listed below
- This course focuses on computational methods in option and interest rate, product’s pricing and model calibration. The first module will …☆10Updated 2 years ago
- Script to fit the Heston-Nandi GARCH(1,1) model. Includes MLE of parameters, future path simulation, Monte Carlo simulation for option pr…☆11Updated 3 years ago
- ☆19Updated 6 years ago
- Calibration and pricing options in Heston model☆12Updated 7 years ago
- Using DeepBSDE solver to price/hedge options & optimize portfolios under Black-Scholes, Heston and multiscale models.☆12Updated 5 years ago
- Volatility is Rough☆9Updated 2 years ago
- Bayer, Friz, Gassiat, Martin, Stemper (2017). A regularity structure for finance.☆10Updated 7 years ago
- ☆14Updated 3 years ago
- This project aims to construct the Equity Implied Volatility surface under the Stochastic Volatility Inspired (SVI) model.☆9Updated 3 weeks ago
- Material for the workshop Machine Learning for Option Pricing, Calibration and Hedging☆15Updated 5 years ago
- Options are an integral part of hedging strategies, portfolio management and many other facets of the finance industry. And Greeks of an …☆11Updated 3 years ago
- ☆7Updated 8 years ago
- This repository contains different tools to simulate underlyings under SV dynamics. As well, we have implemented several tools for comput…☆12Updated 2 years ago
- This project is a Python demonstrator for the stochastic grid bundling method (SGBM) to solve backward stochastic differential equations …☆12Updated 6 years ago
- Implementation of the Longstaff-Schwartz (American Monte Carlo) algorithm for pricing options and other derivatives with early-exercise f…☆25Updated 4 years ago
- Accompanying code to my master thesis: "Neural Network assisted Option Pricing under Rough Volatility: An Empirical Validation".☆11Updated 2 years ago
- Bayer, Friz, Gulisashvili, Horvath, Stemper (2017). Short-time near-the-money skew in rough fractional volatility models.☆12Updated 8 years ago
- Calibration of a Surface SVI☆12Updated 6 years ago
- European and Forward-start option pricing and implied volatility in the Heston and rough Heston model☆20Updated 4 years ago
- SABR Implied volatility asymptotics☆21Updated 4 years ago
- Unbiased SABR model simulation in the manner of Bin Chen, Cornelis W. Oosterlee and Hans van der Weide☆7Updated 6 years ago
- Code for Undergraduate Dissertation; Exploration of Discrete Time Mean-Variance Hedging strategies 📈☆14Updated 3 years ago
- This project implements the following models to value options in Python: 1. Black-Scholes model 2. Bachelier model 3. Black76 model 4. Di…☆16Updated 6 years ago
- baruch mfe mth9814 financial instruments☆13Updated 6 years ago
- Derivation of analytical expressions of optimal quotes for market making in options.☆16Updated 2 years ago
- Price options analytically given stock price characteristic function☆16Updated 9 years ago
- ☆16Updated 4 years ago
- Implied volatility surface interpolation with shape-constrained bayesian neural network.☆15Updated 3 years ago
- ☆22Updated 3 years ago
- FactorLab is a python library which enables the transformation of raw data into informative alpha and risk factors used in the investment…☆18Updated 3 years ago