Use of LSTM to predict the implied volatility skew in financial markets
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Updated
Apr 9, 2024 - Python
Use of LSTM to predict the implied volatility skew in financial markets
SPX Option Implied Volatility Surface using SVI Parameterisation, its variants and the Heston Stochastic Volatiltiy Model. Implements and studies interpolation and smoothing techniques used by Bloomberg for Equity Option Vol Surface Construction.
A comprehensive description of my trial and errors of predicting Implied Volatility of the Nifty 50 options chain using various methods along with a comprehensive description of the method that worked the best. My submission for IIT-Roorkee-Finclub-Open-Project-2026-PS2
Implementation of option pricing using Black Scholes Model and delta hedging strategies on SPX data
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