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1. Neural-Surrogate-for-Option-Pricing Neural-Surrogate-for-Option-Pricing Public

   This project develops neural-network surrogate models for fast, accurate European option pricing under stochastic volatility frameworks. Traditional methods like Monte Carlo simulations are computa…

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2. gnn-molecular-prediction gnn-molecular-prediction Public

   Custom Message-Passing Graph Neural Network (MPNN) in PyTorch for quantum chemical property prediction on the QM9 dataset. Implements permutation-invariant aggregation and geometric deep learning p…

   Python

3. tda-market-analysis tda-market-analysis Public

   Financial regime shift detection using Topological Data Analysis (TDA). Utilizes Takens’ Embedding and Persistent Homology (Ripser) to identify structural anomalies and volatility cycles in time-se…

   Python