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implied-volatility

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Black-Scholes Model - Implementation of the Black-Scholes Model for European option call/put pricing with features including calculating option prices based on market parameters, estimating implied volatility, live data using Yahoo Finance API, heatmap visualisation and visualising option prices against different factors...

  • Updated Jun 19, 2025
  • Python

Historical options data for three major U.S. equity ETFs: SPY (S&P 500), IWM (Russell 2000), and QQQ (Nasdaq-100). The dataset spans January 2008 to December 2025 and includes over 53 million option contracts with Greeks, implied volatilities, and market microstructure variables.

  • Updated Dec 16, 2025
  • TeX

A quantitative research project exploring hybrid volatility forecasting. Integrates parametric surface models (SVI/SSVI) and Risk-Neutral Density (RND) extraction with Deep Learning (LSTM + Self-Attention) to predict future Implied Volatility surfaces.

  • Updated Dec 12, 2025
  • Jupyter Notebook

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