mspronesti / qlearnkit
A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane
☆38Updated 9 months ago
Alternatives and similar repositories for qlearnkit:
Users that are interested in qlearnkit are comparing it to the libraries listed below
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆74Updated 3 years ago
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 2 weeks ago
- quantum convolutional neural network - simulations☆102Updated 5 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆32Updated 4 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
- ☆81Updated 2 years 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…☆48Updated 2 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆76Updated last year
- Trainable convolution for quantum-classical hybrid algorithms☆11Updated last year
- Example of a Quantum LSTM☆90Updated 3 years ago
- ☆23Updated 4 years ago
- The power of quantum neural networks☆52Updated 2 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆12Updated last year
- ☆37Updated 3 years ago
- ☆151Updated 2 years ago
- ☆10Updated 2 years ago
- We propose an quantum image processing platform covering various verticals such as weather forecasting. They all can be modeled using rec…☆15Updated 2 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆46Updated 4 years ago
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆17Updated last year
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆25Updated 3 years ago
- Quantum-enhanced transformer neural network☆113Updated 2 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆29Updated 2 years ago
- Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokoso…☆14Updated last year
- Qiskit quantum error correction framework☆90Updated 3 weeks ago
- ☆16Updated 2 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆57Updated 3 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.☆58Updated 2 years ago
- Toolkit for training quantum kernels in machine learning applications☆41Updated 9 months ago