A dashboard to visualize cryptocurrency implied volatility surfaces constructed with option data from Binance.
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Updated
May 23, 2025 - Python
A dashboard to visualize cryptocurrency implied volatility surfaces constructed with option data from Binance.
Official implementation of Global urban visual perception varies across demographics and personalities and SPECS dataset
Arbitrage-free volatility surface construction with SVI & Heston calibration. Python toolkit for options pricing and risk management.
This project aims to construct the Equity Implied Volatility surface under the Stochastic Volatility Inspired (SVI) model.
SVInsight: A python package for calculating an exploratory social vulnerability index (SVI).
Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..
This project aims to strip the Equity Local Volatility surface and implement the associated PDE pricing method.
Volatility surface construction in Python: implied volatility extraction, SVI smile calibration, and static arbitrage checks with a Streamlit dashboard.
A quantitative research project exploring hybrid volatility forecasting. Integrates parametric surface models (SVI/SSVI) and Risk-Neutral Density (RND) extraction with Deep Learning (MoE) forecasting 10-day total variance changes.
Package for temporal deconvolution of bulk RNA-seq samples using SVI
SPY option quotes to a calibrated, arbitrage-checked SVI volatility surface: put-call parity forwards, vectorised BS inversion, butterfly/calendar checks, FastAPI + React dashboard
Fit implied vol curves to option prices using SVI and SABR
Bayesian inference using sparse gaussian processes from tinygp. Examples include 1D and 2D implementation.
Volatility surface modelling library
Investigate correlations between Covid-19 confirmed cases/deaths and selected social vulnerability indicators in the USA
Implied volatility surface fitting, SVI calibration, variance swap pricing, arbitrage detection, and greeks surfaces in Python. Uses the FlashAlpha API.
Construct volatility surfaces from live equity options data using no-arbitrage constraints, SVI calibration, and provide local vol, Greeks, and diagnostics.
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