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Animesh Nanda's Projects

qosf-qgan icon qosf-qgan

Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using Pennylane.

quantum_machine_learning_express icon quantum_machine_learning_express

This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit environment. We evaluate the parameterized quantum circuit, reproduce the expressibility and entangling capability of the 19 circuits, and the classification accuracy.

quantum_tsp_tutorials icon quantum_tsp_tutorials

This repository contains code with tutorials of how to approach optimization problems using quantum computing.

quantumcomputing icon quantumcomputing

Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum Computing for Both Theories and Codes - I update it regularly.

qucumber icon qucumber

Neural Network Many-Body Wavefunction Reconstruction

quip icon quip

Quantum Integer Programming Syllabus

random_maxcut icon random_maxcut

The max-cut problem on a random graph with 7 nodes is solved using QAOA, ED, Monte-Carlo, and simulated annealing.

school_2021 icon school_2021

This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".

simanneal icon simanneal

Python module for Simulated Annealing optimization

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