PTaylor18 / Machine-Learning-Summer-Code
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.
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Machine-Learning-Summer-Code
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆46Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- ☆13Updated 4 years ago
- ☆71Updated 2 years ago
- ☆35Updated 3 years ago
- ☆10Updated 2 years ago
- ☆16Updated 2 years ago
- Demo notebooks for Qiskit application modules demo sessions (Oct 8 & 15):☆50Updated last year
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆32Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆69Updated 3 years ago
- A Quantum State Fidelity based Generative Adversarial Network☆16Updated 3 years ago
- ☆13Updated last year
- Example of a Quantum LSTM☆84Updated 3 years ago
- ☆34Updated 10 months ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆27Updated 2 weeks ago
- List of some personal QML Projects☆10Updated last year
- A style-based Quantum Generative Adversarial Network☆11Updated 2 years ago
- A step-by-step tutorial of QuantumFlow, using the MNIST sub-dataset {3,6} and the 16-2-2 neural network as an example.☆57Updated 2 years ago
- Python package for simulation and visualization of quantum error-correction on surface codes. The package provides the ability to inspect…☆60Updated last year
- Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models…☆20Updated 3 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- Generate hierarchical quantum circuits for Neural Architecture Search.☆43Updated 4 months ago
- A python library to play with stabilizer codes☆17Updated 4 months ago
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆33Updated 3 years ago
- CDL Quantum Hackathon 2021☆24Updated 3 years ago
- Application of Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimisation Algorithm (QAOA) to the Travelling Salesman Pro…☆15Updated 3 years ago