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34 search results found

Pennylane ⭐ 2,117

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

Covalent ⭐ 608

Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.

Tensorcircuit ⭐ 230

Tensor network based quantum software framework for the NISQ era

Quantum Neural Networks ⭐ 156

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

Tensor-Based Quantum Machine Learning

Mrmustard ⭐ 70

A differentiable bridge between phase space and Fock space

Quantumflow ⭐ 69

QuantumFlow: A Quantum Algorithms Development Toolkit

Digital-analog quantum programming interface

Entropica_qaoa ⭐ 39

EntropicaQAOA is a modular package for the quantum approximate optimisation algorithm (QAOA) built on top of Rigetti’s Forest SDK.

Squlearn ⭐ 39

scikit-learn interface for quantum algorithms

Pyqtorch ⭐ 31

PyTorch-based state vector simulator

Cusp_cirq_demo ⭐ 31

Demonstration of CUSP algorithm using Cirq

Qhbm Library ⭐ 26

Quantum Hamiltonian-Based Models built on TensorFlow Quantum

Covalent Slurm Plugin ⭐ 26

Executor plugin interfacing Covalent with Slurm

Qlearnkit ⭐ 26

A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane

Var Quantumcircuits Deeprl ⭐ 19

Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.

Scikit Qulacs ⭐ 16

scikit-qulacs is a library for quantum neural network. This library is based on qulacs and named after scikit-learn.

Quant Geom Machine Learning ⭐ 15

Launchpad ⭐ 14

Resources to get started in Quantum Computing!

Quantum-classical hybrid convolutional neural network for classical image classification

Constrained Quantum Learning ⭐ 11

This repository contains the source code used to produce the results presented in the paper "Near-deterministic production of universal quantum photonic gates enhanced by machine learning".

Quantum_lab ⭐ 10

Docker image for quantum laboratory

Quantumexplorer ⭐ 10

A quantum reinforcement learning framework for exploring new ideas, based on PyTorch and PennyLane.

Hybrid Quantum-Classical Neural Network using Haar Wavelet for Feature Extraction

Quantum Tensor Networks For Variational Reinforcement Learning Neurips 2020 ⭐ 9

Quantum Tensor Networks for Variational Reinforcement Learning. NeurIPS 2020.

Polyadicqml ⭐ 9

A python library to define, train and deploy Polyadic Quantum Machine Learning models

Quantumoonlight ⭐ 7

A low-code platform to execute a typical pipeline for machine learning tasks through quantum computers

Covalent Braket Plugin ⭐ 7

Executor plugin interfacing Covalent with Amazon Braket Hybrid Jobs

Mnist_classification_using_quantum_machine_learning ⭐ 7

Project for McGill Physics Hackathon 2020

Quantum_relu ⭐ 7

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras

Deepmolenet ⭐ 6

Deep learning for molecules quantum chemistry properties prediction

Quantum Neural Network ⭐ 6

💫Implement Quantum Inspired Neural Network（QINN，QICNN，etc.）

Latent Ad Qml ⭐ 6

Unsupervised anomaly detection in the latent space of high energy physics events with quantum machine learning.

Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets

Quantum Machine Learning On Near Term Quantum Devices ⭐ 5

List of some personal QML Projects

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