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Gopal M.'s Projects

pyscipopt icon pyscipopt

Python interface for the SCIP Optimization Suite

qhack icon qhack

QHack—The one-of-a-kind quantum computing hackathon

qillers icon qillers

Repository for QHack 2022 open Hackathon

qiskit-certified-exam-workbook icon qiskit-certified-exam-workbook

This is the workbook I created while I was studying for the Qiskit Associate Developer exam. I hope this becomes useful to others as it was for me :)

qosf-qgan icon qosf-qgan

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

qpp icon qpp

A modern C++ quantum computing library

quantum icon quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

quantum-counselor-for-portfolio-investment icon quantum-counselor-for-portfolio-investment

The Quantum Counselor for portfolio investment is a tool with two main objectives: forecasting the trend of assets price and optimizing portfolio returns both using quantum computing techniques. For the case of the forecasting method, we use a hybrid method that combines a deep learning model of classical LSTM layers with quantum layers. For the case of portfolio optimization, the quantum algorithms of QAOA and VQE are used to solve the problem and will be compared with CPLEX, a classical solver. Both tools are deeply connected because the forecasted price of the different assets is used for the cost function construction.

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