ericardomuten / qcnn-hep
A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quantum Convolutional Neural Network (QCNN), in HEP events classification from particle image data. The code used in the research is wrapped as an open-source package to ease future research in this field.
☆27Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for qcnn-hep
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆71Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆66Updated last year
- ☆75Updated 2 years ago
- Repository with notebooks for Qiskit Challenge India 2020☆51Updated 4 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- ☆34Updated 11 months ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆45Updated 4 years ago
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- The power of quantum neural networks☆48Updated 2 years ago
- ☆35Updated 3 years ago
- QDataSet: Quantum Datasets for Machine Learning☆98Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- Open collaboration of the Quantum Bootcamp 2021☆15Updated 3 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆31Updated 2 years ago
- Qiskit Topological Codes☆91Updated 2 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆56Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆31Updated last year
- Tools for building and solving models of quantum systems in Qiskit☆105Updated last month
- CDL Quantum Hackathon 2021☆24Updated 3 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- Qiskit advocate mentorship program (QAMP) spring 21 cohort☆42Updated 3 years ago
- Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models…☆20Updated 3 years ago
- Research using Qiskit.☆67Updated 3 weeks ago
- Code to benchmark quantum machine learning models☆49Updated last month
- Yet Another Introduction to Quantum Computing☆14Updated 2 weeks ago
- Quantum random access optimization prototype☆27Updated last year
- Toolkit for training quantum kernels in machine learning applications☆40Updated 7 months ago
- QED-C: The Quantum Economic Development Consortium provides these computer programs and software for use in the fields of quantum science…☆143Updated this week