Topic: quantum-machine-learning Goto Github

👇 Here are 307 public repositories matching this topic...

agnostiqhq / covalent
quantum-machine-learning,Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
Organization: agnostiqhq
Home Page: https://www.covalent.xyz
covalent data-pipeline data-science deep-learning hacktoberfest hpc hpc-applications machine-learning machinelearning machinelearning-python orchestration parallelization pipelines python quantum quantum-computing quantum-machine-learning workflow workflow-automation workflow-management

artix41 / awesome-quantum-ml
quantum-machine-learning,Curated list of awesome papers and resources in quantum machine learning
User: artix41
awesome-list machine-learning quantum-computing quantum-machine-learning quantum-neural-networks

christorange / qc-cnn
quantum-machine-learning,Quantum-classical hybrid convolutional neural network for classical image classification
User: christorange
convolutional-neural-networks image-classification quantum-algorithms quantum-computing quantum-machine-learning

classiq / classiq-library
quantum-machine-learning,The Classiq Library is the largest collection of quantum algorithms, applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌
Organization: classiq
Home Page: https://platform.classiq.io
quantum-algorithms quantum-software quantum-applications quantum-open-source quantum-optimization quantum-synthesis quantum-compiler quantum-machine-learning

ericardomuten / qml-vqa-library
quantum-machine-learning,A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.
User: ericardomuten
machine-learning deep-learning quantum-neural-networks quantum-machine-learning quantum-computing variational-quantum-circuit awesome-list

ericardomuten / quantum_image_classifier
quantum-machine-learning,A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.
User: ericardomuten
quantum-neural-networks quantum-machine-learning principal-component-analysis variational-quantum-circuit quantum-computing image-classification

felipechoy1 / pwf2021
quantum-machine-learning,Official Repository for Machine Learning class - Physics Without Frontiers 2021
User: felipechoy1
physics-simulation quantum-computing quantum-machine-learning

frank-liu-520 / deepmolenet
quantum-machine-learning,Deep learning for molecules quantum chemistry properties prediction
User: frank-liu-520
deep-learning graph-convolutional-neural-networks quantum-chemistry quantum-machine-learning

gecrooks / quantumflow
quantum-machine-learning,QuantumFlow: A Quantum Algorithms Development Toolkit
User: gecrooks
Home Page: https://quantumflow.readthedocs.io/
automatic-differentiation quantum-algorithms quantum-computing quantum-machine-learning

glazedonuts / variational-quantum-classifier
quantum-machine-learning,A comparative study between feature maps coupled with a standard Variational Quantum Circuit.
User: glazedonuts
quantum-machine-learning quantum-computing quantum-algorithms qiskit

google / qhbm-library
quantum-machine-learning,Quantum Hamiltonian-Based Models built on TensorFlow Quantum
Organization: google
Home Page: https://qhbm-library.readthedocs.io/en/latest/
quantum-computing tensorflow quantum-machine-learning python

huckiyang / quantumspeech-qcnn
quantum-machine-learning,IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
User: huckiyang
quantum-machine-learning speech-processing pennylane speech-recognition tensorflow2 ctc-model colab-notebook

ichec / qnlp
quantum-machine-learning,ICHEC Quantum natural language processing (QNLP) toolkit
Organization: ichec
Home Page: https://ichec.github.io/QNLP
quantum quantum-computing quantum-machine-learning nlp hpc

instance01 / qubo-nn
quantum-machine-learning,Classifying, auto-encoding and reverse-engineering QUBO matrices
User: instance01
qubo quantum-computing qc quantum-machine-learning quantum-ml quantum-neural-networks qubo-ml qubo-nn qubo-matrix paper-implementations

ivlabs / quantum-machine-learning
quantum-machine-learning,This repository contains implementations of Quantum Machine Learning algorithms, feature maps, variational circuits and research papers.
Organization: ivlabs
quantum-machine-learning quantum-computing quantum-algorithms quantum-information

lockwo / quantum_computation
quantum-machine-learning,Code for implementing and experimenting with quantum algorithms
User: lockwo
quantum-algorithms quantum-computation tensorflow-quantum quantum-circuits reinforcement-learning quantum-machine-learning

lwkjjonak / quantum_neural_network_classifiers
quantum-machine-learning,Codes for efficiently implementing quantum neural network classifiers
User: lwkjjonak
quantum-machine-learning quantum-neural-networks quantum-computing

mikeroyal / quantum-computing-guide
quantum-machine-learning,Quantum Computing Guide
User: mikeroyal
quantum-computing quantum awesome-list quantum-computation quantum-computer quantum-computer-simulator quantum-information quantum-machine-learning amazon-braket quantum-algorithms

mit-han-lab / torchquantum
quantum-machine-learning,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.
Organization: mit-han-lab
Home Page: https://torchquantum.org
pytorch-quantum quantum quantum-machine-learning neural-network machine-learning quantum-computing pytorch deep-learning system ml-for-systems

monitsharma / learn-quantum-machine-learning
quantum-machine-learning,Learn Quantum Machine Learning using pennylane framework
User: monitsharma
Home Page: https://monitsharma.github.io/Learn-Quantum-Machine-Learning/
machine-learning pennylane qiskit quantum quantum-computing quantum-machine-learning quantum-theory

mspronesti / qlearnkit
quantum-machine-learning,A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane
User: mspronesti
Home Page: https://mspronesti.github.io/qlearnkit
quantum-computing knn svm machine-learning quantum quantum-machine-learning classifier kmeans lstm quantum-lstm

nvidia / cuda-quantum
quantum-machine-learning,C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
Organization: nvidia
Home Page: https://nvidia.github.io/cuda-quantum/
cpp python quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language unitaryhack

opendeeplearningai / openml-guide
quantum-machine-learning,An extensive library of AI resources including books, courses, papers, guides, articles, tutorials, notebooks, AI field advancements and more.
Organization: opendeeplearningai
Home Page: https://www.openmlguide.org
computer-vision deep-learning deep-learning-hardware generative-ai generative-model gpt-4 llm-web-ui mathematics mlops nlp

pasqal-io / pyqtorch
quantum-machine-learning,PyTorch-based state vector simulator
Organization: pasqal-io
Home Page: https://pasqal-io.github.io/pyqtorch/
quantum-machine-learning torch

pasqal-io / qadence
quantum-machine-learning,Digital-analog quantum programming interface
Organization: pasqal-io
Home Page: https://pasqal-io.github.io/qadence/latest/
quantum-computing quantum-machine-learning neutral-atom-devices digital-analog-quantum-computing jax torch unitaryhack

pennylaneai / generative-quantum-states
quantum-machine-learning,Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"
Organization: pennylaneai
generative-model machine-learning quantum-computing quantum-machine-learning quantum-many-body transformer

pennylaneai / pennylane
quantum-machine-learning,PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
Organization: pennylaneai
Home Page: https://pennylane.ai
quantum machine-learning deep-learning neural-network optimization quantum-computing quantum-machine-learning automatic-differentiation tensorflow pytorch

pennylaneai / pennylane-lightning
quantum-machine-learning,The PennyLane-Lightning plugin provides a fast state-vector simulator written in C++ for use with PennyLane
Organization: pennylaneai
Home Page: https://docs.pennylane.ai/projects/lightning
hpc parallel quantum-computing cuda distributed-computing gpu mpi openmp quantum-machine-learning rocm

pennylaneai / qml
quantum-machine-learning,Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
Organization: pennylaneai
Home Page: https://pennylane.ai/qml
quantum-machine-learning qml demo tutorials key-concepts quantum-computing automatic-differentiation pytorch tensorflow autograd

phonegapx / frr-qa
quantum-machine-learning,金融研报分析小助手
User: phonegapx
Home Page: http://phonegap.me/post/77.html
chatgpt chatgpt-bot chatgpt-python finance financial-analysis langchain langchain-python llm openai openai-api research quant quantitative-finance quantum-machine-learning

praveenb7 / quantum-computing-resources
quantum-machine-learning,This repository contains the best resources for learning practical quantum computing. This repository will be updated frequently.
User: praveenb7
quantum-computing quantum quantum-algorithms quantum-information quantum-machine-learning resources quantumcomputing quantum-computing-resources quantum-computing-community jupyter-notebooks qiskit cirq ibm

qforestcommunity / launchpad
quantum-machine-learning,Resources to get started in Quantum Computing!
Organization: qforestcommunity
quantum-computation ibm-qiskit-textbook qiskit quantum-algorithms math quantum-logic-gates linear-algebra community tutorial-code tutorials quantum-computing python3 qubits cryptography quantum-information quantum-machine-learning machine-learning quantum-cryptography

qsharp-community / qram
quantum-machine-learning,Library for Q# implementing various qRAM proposals
Organization: qsharp-community
qram qdk quantum-computing quantum-development-kit quantum-machine-learning quantum-library optimization resource-estimate quantum-memory qram-library

quantum-ods / qmlcourse
quantum-machine-learning,Курс по квантовому машинному обучению
Organization: quantum-ods
Home Page: https://quantum-ods.github.io/qmlcourse/
qml quantum-computing machine-learning quantum-machine-learning variational-quantum-circuits quantum-annealing quantum-algorithms courses education quantum

quantumbfs / qualgorithmzoo.jl
quantum-machine-learning,A curated implementation of quantum algorithms with Yao.jl
Organization: quantumbfs
Home Page: https://quantumbfs.github.io/QuAlgorithmZoo.jl/latest/
quantum-computing algorithm hhl quantum-machine-learning

rigetti / quantumflow
quantum-machine-learning,QuantumFlow: A Quantum Algorithms Development Toolkit
Organization: rigetti
Home Page: https://quantumflow.readthedocs.io/
quantum-computing quantum-algorithms quantum-machine-learning automatic-differentiation

scinawa / quantumalgorithms.org
quantum-machine-learning,This is the repository for https://quantumalgorithms.org
User: scinawa
Home Page: https://quantumalgorithms.org
quantumalgorithms quantum-machine-learning unitaryhack

squlearn / squlearn
quantum-machine-learning,scikit-learn interface for quantum algorithms
Organization: squlearn
Home Page: https://squlearn.github.io
machine-learning python quantum quantum-computing quantum-machine-learning scikit-learn

tencent-quantum-lab / tensorcircuit
quantum-machine-learning,Tensor network based quantum software framework for the NISQ era
Organization: tencent-quantum-lab
Home Page: https://tensorcircuit.readthedocs.io
automatic-differentiation jax machine-learning matrix-product-states neural-network nisq open-quantum-systems pytorch quantum quantum-algorithms quantum-circuit quantum-computing quantum-dynamics quantum-error-mitigation quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow variational-quantum-algorithms

tensorly / quantum
quantum-machine-learning,Tensor-Based Quantum Machine Learning
Organization: tensorly
Home Page: http://tensorly.org/quantum/dev/
quantum quantum-computing quantum-machine-learning quantum-circuit-simulator tensor-networks tensorly tensorly-quantum

travis-s-ibm / ibm-quantum-qce20-tutorials
quantum-machine-learning,Repository of code notebooks for tutorials at IEEE Quantum Week (QCE20) https://qce.quantum.ieee.org/tutorials/
User: travis-s-ibm
quantum-chemistry quantum-computing quantum-machine-learning quantum-programming-language

winter-soren / quantum-ml-handbook
quantum-machine-learning,This repository consists of documentation regarding quantum machine learning (QML), covering both beginner's guides and advanced topics.
User: winter-soren
Home Page: https://quantummlhandbook.vercel.app/
qml quantum quantum-algorithms quantum-computing quantum-machine-learning artificial-intelligence documentation machine-learning neural-network quantum-neural-networks

xanaduai / mrmustard
quantum-machine-learning,A differentiable bridge between phase space and Fock space
Organization: xanaduai
Home Page: https://mrmustard.readthedocs.io/
quantum quantum-computing quantum-circuits optimization quantum-machine-learning quantum-optics differentiable-programming photonics photonics-circuits photonics-computing

xanaduai / qhack2022
quantum-machine-learning,QHack—The one-of-a-kind quantum computing hackathon
Organization: xanaduai
Home Page: https://qhack.ai
quantum-computing hackathon quantum-machine-learning quantum-chemistry quantum

xanaduai / quantum-learning
quantum-machine-learning,This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".
Organization: xanaduai
Home Page: https://arxiv.org/abs/1807.10781
quantum quantum-computing photonics machine-learning optimization tensorflow quantum-machine-learning

xanaduai / quantum-neural-networks
quantum-machine-learning, 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.
Organization: xanaduai
Home Page: https://arxiv.org/abs/1806.06871
quantum quantum-computing photonics machine-learning optimization tensorflow quantum-machine-learning deep-learning

xiaoyu2018 / quantumcnn-networkattackdetection
quantum-machine-learning,修改谷歌提供的样例量子卷积神经网络模型，基于KDD99数据集进行训练，实现了网络攻击分类检测。
User: xiaoyu2018
tensorflow quantum-machine-learning tesorflow-quantum kdd99

ycchen1989 / var-quantumcircuits-deeprl
quantum-machine-learning,Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
User: ycchen1989
Home Page: https://www.sycchen.com/
quantum-computing quantum-algorithms deep-learning deep-reinforcement-learning variational-quantum-circuits quantum-machine-learning quantum-information reinforcement-learning reinforcement-learning-agent pytorch

yh08037 / quantum-neural-network
quantum-machine-learning,Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit
User: yh08037
qiskit pytorch quantum-machine-learning quantum-neural-networks

zapatacomputing / cusp_cirq_demo
quantum-machine-learning,Demonstration of CUSP algorithm using Cirq
Organization: zapatacomputing
quantum-algorithms quantum-machine-learning quantum-computing