PTaylor18 / Machine-Learning-Summer-CodeLinks
Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-connected and quantum convolutional neural networks as well as benchmarks.
☆13Updated 3 years ago
Alternatives and similar repositories for Machine-Learning-Summer-Code
Users that are interested in Machine-Learning-Summer-Code are comparing it to the libraries listed below
Sorting:
- Exploring QCNNs for Classifying Phases of Matter☆56Updated 8 months ago
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆62Updated last month
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆82Updated last year
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated 2 years ago
- ☆101Updated 3 months ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆82Updated 4 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆32Updated 2 years ago
- ☆15Updated 2 years ago
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆13Updated 4 years ago
- ☆28Updated 4 years ago
- quantum convolutional neural network - simulations☆112Updated 5 years ago
- List of some personal QML Projects☆20Updated 2 years ago
- Qiskit Global Summer School 2021 hosted by IBM Quantum, focused on Quantum Machine Learning.☆30Updated 4 years ago
- A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane☆39Updated last year
- Application of Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimisation Algorithm (QAOA) to the Travelling Salesman Pro…☆18Updated 4 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆33Updated 10 months ago
- Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokoso…☆30Updated last year
- Toolkit for training quantum kernels in machine learning applications☆45Updated last year
- Code for implementing and experimenting with quantum algorithms☆74Updated last year
- Example of a Quantum LSTM☆100Updated 3 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆63Updated 4 years ago
- ☆18Updated 4 years ago
- ☆167Updated 2 years ago
- Demo notebooks for Qiskit application modules demo sessions (Oct 8 & 15):☆50Updated 2 years ago
- For IBM Quantum Challenge Fall 2021☆142Updated 7 months ago
- For IBM Quantum Challenge Spring 2023☆149Updated 2 years ago
- ☆53Updated 3 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆21Updated 3 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- ☆15Updated 5 years ago