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
- 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
- Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models…☆20Updated 3 years ago
- Qiskit advocate mentorship program (QAMP) fall 21 cohort (Sep - Dec 2021)☆30Updated 3 years ago
- Demo notebooks for Qiskit application modules demo sessions (Oct 8 & 15):☆50Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆71Updated 3 years ago
- ☆13Updated 4 years ago
- Tutorials and modules related to Qiskit Runtime service and programs☆52Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- ☆16Updated 2 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- QHack 2023☆69Updated 10 months ago
- ☆13Updated 2 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- ☆75Updated 2 years ago
- Example of a Quantum LSTM☆85Updated 3 years ago
- ☆46Updated last week
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- ☆34Updated 11 months ago
- ☆67Updated last year
- 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 w…☆78Updated 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
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆27Updated 3 weeks ago
- A python library to play with stabilizer codes☆17Updated 5 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
- Qiskit advocate mentorship program (QAMP) fall 22 cohort (Sep - Dec 2022)☆15Updated last year
- A project of QAMP Fall 2022 about Quantum fMRI analysis.☆8Updated 2 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
- Code for implementing and experimenting with quantum algorithms☆66Updated last year