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.
☆31Updated 5 months ago
Alternatives and similar repositories for qcnn-hep:
Users that are interested in qcnn-hep are comparing it to the libraries listed below
- Code for implementing and experimenting with quantum algorithms☆69Updated last year
- Exploring QCNNs for Classifying Phases of Matter☆51Updated 3 months ago
- Search with Quantum Singular Value Transformation in Qiskit☆49Updated 3 years ago
- Repository with notebooks for Qiskit Challenge India 2020☆51Updated 4 years ago
- Qiskit advocate mentorship program (QAMP) fall 21 cohort (Sep - Dec 2021)☆30Updated 3 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆47Updated 4 years ago
- Code to benchmark quantum machine learning models☆58Updated 3 weeks ago
- ☆53Updated 2 years ago
- ☆36Updated last year
- ☆13Updated 5 years ago
- Open collaboration of the Quantum Bootcamp 2021☆15Updated 3 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆59Updated 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
- Anomaly detection on a quantum computer using Qiskit☆24Updated 3 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆12Updated 3 years ago
- CDL Quantum Hackathon 2021☆24Updated 3 years ago
- QDataSet: Quantum Datasets for Machine Learning☆105Updated 3 years ago
- Qiskit Topological Codes☆97Updated 2 years ago
- ☆39Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆33Updated 2 years ago
- quantum convolutional neural network - simulations☆104Updated 5 years ago
- ☆87Updated 2 years ago
- Demo notebooks for Qiskit application modules demo sessions (Oct 8 & 15):☆50Updated last year
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆26Updated 3 years ago
- Qiskit advocate mentorship program (QAMP) spring 21 cohort☆43Updated 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
- The power of quantum neural networks☆52Updated 3 years ago
- Qiskit Global Summer School 2021 hosted by IBM Quantum, focused on Quantum Machine Learning.☆27Updated 3 years ago
- Qiskit advocate mentorship program (QAMP) fall 22 cohort (Sep - Dec 2022)☆15Updated 2 years ago
- QHack 2023☆72Updated last year