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Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

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.

Torchquantum ⭐ 1,192

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

Machine learning algorithms for many-body quantum systems

Tensorcircuit ⭐ 230

Tensor network based quantum software framework for the NISQ era

Awesome Quantum Ml ⭐ 227

Curated list of awesome papers and resources in quantum machine learning

Qucumber ⭐ 163

Neural Network Many-Body Wavefunction Reconstruction

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.

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

Graph Neural Networks ⭐ 33

Graph Neural Networks for Quantum Chemistry

Artifical Neural Networks for use with Quantum Photonics

A neural network quantum ground state solver

Neuralquantum.jl ⭐ 20

Neural-Network representation of Quantum Systems

Emotion Prediction With Quantum5 Neural Network Ai Machine Learning ⭐ 13

Emotion Prediction with Semi Supervised Learning of Machine Learning Software with RC Algorithm - By Emirhan BULUT Emotion-Prediction-with-Quantum5-Neural-Network-AI

Awesome Quantum Chemistry ⭐ 12

Quantum Chemistry is awesome. Throw your textbook in the garbage, light the garbage can on fire, and blend the ashes into your cold brew almond milk latte and read this.

Library for fast computations involving indistinguishable bosons

The code of the NNQLM

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Quantum Variational Monte Carlo with Neural Networks - Project repository for my master's thesis in computational physics at the University of Oslo

Quantum_relu ⭐ 7

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

Quantum Neural Network ⭐ 7

An implementation of the NISQ neural network described in Farhi and Neven (1802.06002)

Quantum Neural Network ⭐ 7

An attempt to implement a continuous-variable quantum neural network using Xanadu's strawberryfields.

Dnnquantumtomography ⭐ 6

Neural Networks for Quantum Detector Tomography

Qtensorflow ⭐ 6

👾 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝘁𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗶𝗻 𝗸𝟴𝘀

Quantum_computing_and_neural_networks_papers ⭐ 5

Quantum Qa ⭐ 5

An Open-Source Package for Quantum-QA

Neural Network For Nonlocality In Networks ⭐ 5

Code for the work in: https://www.nature.com/articles/s41534-020-00305-x Basically a generative neural network to tackle the classical causal inference problem encountered in quantum network nonlocality.

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