volatility-modeling topic

List volatility-modeling repositories

bitcoin_volatility_forecasting

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GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

py_vollib_vectorized

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A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.

vix_index_modelization

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Implementation with a Jupyter Notebook of the VIX index modelization provided in its CBOE white paper.

StochVolModels

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Implement pricing analytics and Monte Carlo simulations for stochastic volatility models including log-normal SV model, Heston

volatility-modeling-python-datasci

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Undergraduate thesis, Seoul National University Dept. of Economics — "Modeling Volatility and Risk Spillover Between the Financial Markets of US and China Using GARCH Value-at-Risk Forecasting and Gra...

jupyter-notebooks

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Market Data & Derivatives Pricing Tutorial based on Jupyter notebooks

Traditionally, volatility is modeled using parametric models. This project focuses on predicting EUR/USD volatility using more flexible, machine-learning methods.

ml4frm

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Machine learning for financial risk management