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1. Graphical-Neural-Network Graphical-Neural-Network Public

   A Machine Learning project implementing a Graphical Neural Network (GNN) to learn representations of nodes and edges, making them suitable for complex data analysis such as social networks, citatio…

   Jupyter Notebook 16

2. Analytical-BB84-QKD-Engine Analytical-BB84-QKD-Engine Public

   An interactive BB84 Quantum Key Distribution system built with Qiskit and Streamlit. Features simulator and analytical turbo modes, strategy-aware QBER heatmaps, eavesdropping detection, and secure…

   Python 14

3. Error-Correction-in-B92-QKD-Protocol Error-Correction-in-B92-QKD-Protocol Public

   This repository implements and analyzes the **B92 Quantum Key Distribution (QKD) protocol** using **Qiskit**, followed by classical post‑processing routines for error correction and privacy amplifi…

   Jupyter Notebook 14

4. Hybrid-Quantum-Classical-Algorithms Hybrid-Quantum-Classical-Algorithms Public

   Hybrid Quantum–Classical QAOA framework using Qiskit Aer with GPU acceleration and SciPy optimizers. Evaluates MAX‑CUT on 3-regular graphs via depth and repetition cost sweeps.

   Jupyter Notebook 14

5. AutoML-with-Hyperparameter-Tuning AutoML-with-Hyperparameter-Tuning Public

   Jupyter Notebook 14

6. Decentralized-Federated-Learning Decentralized-Federated-Learning Public

   Python 14