Projects in Awesome Lists tagged with quantum-machine-learning
A curated list of projects in awesome lists tagged with quantum-machine-learning .
https://github.com/pennylaneai/pennylane
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.
autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow
Last synced: 10 Mar 2026
https://github.com/PennyLaneAI/pennylane
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.
autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow
Last synced: 26 Mar 2025
https://github.com/tensorflow/quantum
An open-source Python framework for hybrid quantum-classical machine learning.
algorithms api cirq google google-quantum machine-learning machine-learning-algorithms machine-learning-library nisq python qml quantum quantum-algorithms quantum-computing quantum-information quantum-machine-learning quantum-programming quantum-simulation sdk tensorflow
Last synced: 29 Dec 2025
https://github.com/mit-han-lab/torchquantum
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.
deep-learning machine-learning ml-for-systems neural-network parameterized-quantum-circuit pytorch pytorch-quantum quantum quantum-computing quantum-machine-learning quantum-neural-network quantum-simulation system
Last synced: 13 May 2025
https://github.com/agnostiqhq/covalent
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
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
Last synced: 14 May 2025
https://github.com/AgnostiqHQ/covalent
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
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
Last synced: 30 Mar 2025
https://github.com/nvidia/cuda-quantum
C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
cpp hacktoberfest python quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language unitaryhack
Last synced: 14 May 2025
https://github.com/NVIDIA/cuda-quantum
C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
cpp hacktoberfest python quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language unitaryhack
Last synced: 11 May 2025
https://github.com/pennylaneai/qml
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
autograd automatic-differentiation demo key-concepts neural-networks pytorch qml quantum-chemistry quantum-computing quantum-machine-learning tensorflow tutorials
Last synced: 10 Jun 2025
https://github.com/PennyLaneAI/qml
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
autograd automatic-differentiation demo key-concepts neural-networks pytorch qml quantum-chemistry quantum-computing quantum-machine-learning tensorflow tutorials
Last synced: 02 Apr 2025
https://github.com/xanaduai/quantum-neural-networks
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.
deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow
Last synced: 06 Apr 2025
https://github.com/XanaduAI/quantum-neural-networks
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.
deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow
Last synced: 01 May 2025
https://github.com/tencent-quantum-lab/tensorcircuit
Tensor network based quantum software framework for the NISQ era
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
Last synced: 04 Apr 2025
https://github.com/quantum-ods/qmlcourse
Курс по квантовому машинному обучению
courses education machine-learning qml quantum quantum-algorithms quantum-annealing quantum-computing quantum-machine-learning variational-quantum-circuits
Last synced: 20 Jul 2025
https://github.com/tensorly/quantum
Tensor-Based Quantum Machine Learning
quantum quantum-circuit-simulator quantum-computing quantum-machine-learning tensor-networks tensorly tensorly-quantum
Last synced: 05 May 2025
https://github.com/xanaduai/quantum-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".
machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow
Last synced: 14 Oct 2025
https://github.com/XanaduAI/quantum-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".
machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow
Last synced: 01 May 2025
https://github.com/pennylaneai/pennylane-lightning
The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.
cuda distributed-computing gpu hpc mpi openmp parallel quantum-computing quantum-machine-learning rocm
Last synced: 15 May 2025
https://github.com/PennyLaneAI/pennylane-lightning
The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.
cuda distributed-computing gpu hpc mpi openmp parallel quantum-computing quantum-machine-learning rocm
Last synced: 11 May 2025
https://github.com/quantumbfs/qualgorithmzoo.jl
A curated implementation of quantum algorithms with Yao.jl
algorithm hhl quantum-computing quantum-machine-learning
Last synced: 16 Feb 2026
https://github.com/rigetti/quantumflow
QuantumFlow: A Quantum Algorithms Development Toolkit
automatic-differentiation quantum-algorithms quantum-computing quantum-machine-learning
Last synced: 26 Oct 2025
https://github.com/xanaduai/mrmustard
A differentiable bridge between phase space and Fock space
differentiable-programming optimization photonics photonics-circuits photonics-computing photonicsindustry quantum quantum-circuits quantum-computing quantum-machine-learning quantum-optics
Last synced: 16 May 2025
https://github.com/huckiyang/quantumspeech-qcnn
IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
colab-notebook ctc-model pennylane quantum-machine-learning speech-processing speech-recognition tensorflow2
Last synced: 15 Jun 2025
https://github.com/pasqal-io/qadence
Digital-analog quantum programming interface
digital-analog-quantum-computing jax neutral-atom-devices quantum-computing quantum-machine-learning torch unitaryhack
Last synced: 16 May 2025
https://github.com/squlearn/squlearn
scikit-learn interface for quantum algorithms
machine-learning python quantum quantum-computing quantum-machine-learning scikit-learn
Last synced: 13 Apr 2025
https://github.com/turingq/deepquantum
DeepQuantum for quantum computing
photonic-quantum-computing pytorch quantum-computing quantum-machine-learning
Last synced: 24 Apr 2026
https://github.com/lockwo/quantum_computation
Code for implementing and experimenting with quantum algorithms
quantum-algorithms quantum-circuits quantum-computation quantum-machine-learning reinforcement-learning tensorflow-quantum
Last synced: 27 Oct 2025
https://github.com/gecrooks/quantumflow
QuantumFlow: A Quantum Algorithms Development Toolkit
automatic-differentiation quantum-algorithms quantum-computing quantum-machine-learning
Last synced: 21 Oct 2025
https://github.com/pennylaneai/pennylane-cirq
The PennyLane-Cirq plugin integrates Google's Cirq software library with with PennyLane's quantum machine learning capabilities.
cirq differentiable-computing jax machine-learning python pytorch qml quantum quantum-algorithms quantum-chemistry quantum-computing quantum-machine-learning tensorflow
Last synced: 10 Jun 2025
https://github.com/PennyLaneAI/pennylane-cirq
The PennyLane-Cirq plugin integrates Google's Cirq software library with with PennyLane's quantum machine learning capabilities.
cirq differentiable-computing jax machine-learning python pytorch qml quantum quantum-algorithms quantum-chemistry quantum-computing quantum-machine-learning tensorflow
Last synced: 09 Apr 2025
https://github.com/instance01/qubo-nn
Classifying, auto-encoding and reverse-engineering QUBO matrices
paper-implementations qc quantum-annealing quantum-computing quantum-machine-learning quantum-ml quantum-neural-networks qubo qubo-matrix qubo-ml qubo-nn
Last synced: 14 May 2025
https://github.com/pasqal-io/pyqtorch
PyTorch-based state vector simulator
quantum-machine-learning torch
Last synced: 05 Apr 2025
https://github.com/Frank-LIU-520/DeepMoleNet
Deep learning for molecules quantum chemistry properties prediction
deep-learning graph-convolutional-neural-networks quantum-chemistry quantum-machine-learning
Last synced: 09 Jul 2025
https://github.com/pennylaneai/generative-quantum-states
Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"
generative-model machine-learning quantum-computing quantum-machine-learning quantum-many-body transformer
Last synced: 01 Apr 2026
https://github.com/fraunhofer-aisec/qml-playground
Quantum Machine Learning (QML) Playground is an interactive web application designed to visualize the inner workings of quantum machine learning models in an intuitive and educational manner.
educational machinelearning paper quantum quantum-computing quantum-machine-learning visualization
Last synced: 11 Mar 2026
https://github.com/pasqal-io/horqrux
Jax-based quantum state vector simulator.
Last synced: 22 Jun 2025
https://github.com/agnostiqhq/covalent-slurm-plugin
Executor plugin interfacing Covalent with Slurm
covalent data-pipeline etl hpc hpc-applications machinelearning machinelearning-python parallelization pipelines python python3 quantum-computing quantum-machine-learning slurm workflow workflow-automation
Last synced: 09 Oct 2025
https://github.com/xanaduai/constrained-quantum-learning
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".
machine-learning optimization photonics quantum quantum-computing quantum-machine-learning quantum-optics
Last synced: 13 Jun 2025
https://github.com/rodneyosodo/variational-quantum-classifier-on-heartattack
Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models and different feature maps
machine-learning qiskit quantum-computing quantum-machine-learning
Last synced: 19 Mar 2025
https://github.com/future-ai-org/quantum-computing-toolkit
👾 notes and resources on quantum computing (e.g., quantum information, post-quantum cryptography, implications on post-quantum and blockchains)
blockchain-technology documents post-quantum-cryptography quantum quantum-algorithms quantum-computing quantum-information quantum-machine-learning quantum-mechanics resources
Last synced: 30 Apr 2026
https://github.com/lockwo/rl_qvc_opt
Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"
deep-learning quantum-computing quantum-machine-learning reinforcement-learning
Last synced: 16 Oct 2025
https://github.com/qsharp-community/qsharp-community.github.io
Website for the Q# Community
microsoft qdk qsharp quantum quantum-computing quantum-development-kit quantum-machine-learning quantum-programming quantum-programming-language
Last synced: 16 Jan 2026
https://github.com/matchcake/matchcake
Fermionic Machine Learning python package built on PennyLane
quantum-circuit-simulator quantum-computing quantum-machine-learning
Last synced: 01 Mar 2026
https://github.com/tensorcircuit/tensorcircuit-ng
Tensor network based quantum software framework: next generation
automatic-differentiation gpu jax machine-learning neural-network nisq open-quantum-systems pytorch quantum-algorithm quantum-circuit quantum-computing quantum-dynamics quantum-hardware quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow
Last synced: 24 Oct 2025
https://github.com/luca-parisi/quantum_relu
QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow, Keras, and PyTorch
activation activation-functions deep-learning deep-neural-networks keras keras-classification-models keras-models keras-neural-networks keras-tensorflow neural-network neural-networks pytorch quantum quantum-algorithms quantum-machine-learning relu relu-activation relu-layer tensorflow torch
Last synced: 07 May 2025
https://github.com/jeremiegince/mnist_classification_using_quantum_machine_learning
Project for McGill Physics Hackathon 2020
deep-learning deep-neural-networks hyperparameter-optimization machine-learning mnist pennylane python3 pytorch quantum-computing quantum-machine-learning
Last synced: 26 Jul 2025
https://github.com/cqcl/quixer
Code repository for the preprint "Quixer: A Quantum Transformer Model"
natural-language-processing penn-treebank quantum quantum-machine-learning
Last synced: 14 Apr 2025
https://github.com/boltzmannentropy/qugel
This work presents Qugel , a QML platform which utilizes shallow quantum neural network (QNN) image encoders composed of parametrized quantum circuits (PQCs) for solving Kaggle categorial image classification challenges.
ai convolutional-neural-networks deep-learning entanglement kaggle kaggle-competition pennylane python pytorch qml quantum quantum-autoencoer quantum-computing quantum-machine-learning quanvolutional quanvolutional-neural-networks superposition
Last synced: 15 Apr 2025
https://github.com/cyberheroess/quze
Quantum zero-day exploit
bypass bypass-waf hackernews hacking hacking-code hacking-framework hacking-tool hacking-tools hackingtools hacktoberfest python-script quantum-machine-learning quantum-mechanics tools-and-automation tools-engineering tools-team zero-day zero-day-exploit zero-knowledge
Last synced: 19 Mar 2025
https://github.com/albertnieto/qcml
A benchmarking library for quantum and classical machine learning, with specialized support for evaluating kernel methods.
benchmarking kernel-methods machine-learning pennylane qiskit quantum-computing quantum-machine-learning
Last synced: 06 Mar 2026
https://github.com/vbelis/latent-ad-qml
Unsupervised anomaly detection in the latent space of high energy physics events with quantum machine learning.
anomaly-detection deep-learning particle-physics quantum-machine-learning unsupervised-learning
Last synced: 17 Jan 2026
https://github.com/agnostiqhq/covalent-braket-plugin
Executor plugin interfacing Covalent with Amazon Braket Hybrid Jobs
aws braket docker parallelization pipelines python python3 quantum-computing quantum-machine-learning workflow
Last synced: 28 Apr 2025
https://github.com/agnostiqhq/tutorials_covalent_ieee_2022
Tutorials for 2022 IEEE Quantum Week Workshop on Covalent
covalent-tutorial gqsim ieee ml qcw22 qml quantum-machine-learning siamese-network tutorial
Last synced: 11 May 2025
https://github.com/lockwo/paper-review
Repository containing code for the Qiskit video series: Paper Reviews
qiskit quantum-computing quantum-machine-learning
Last synced: 27 Oct 2025
https://github.com/devilkiller-ag/unravelquantum
Platform to get demo of all quantum algorithms.
qiskit qiskit-tutorial quantum quantum-algorithms quantum-chemistry quantum-computing quantum-finance quantum-information quantum-machine-learning quantum-mechanics quantum-physics
Last synced: 29 Oct 2025
https://github.com/junayed-hasan/quantum-machine-learning
This repository implements knowledge distillation from classical to quantum neural networks for image classification. It includes experiments on MNIST and FashionMNIST datasets, demonstrating improved accuracy in quantum models. Code for classical teachers and quantum students, with baseline and distilled versions, is provided.
computer-vision deep-learning knowledge-distillation neural-network quantum-machine-learning
Last synced: 04 Mar 2025
https://github.com/albertnieto/quantum_convolutional_nn_benchmark
Benchmarking quanvolutional neural networks with QCML and Pennylane.
convolutional-neural-networks pennylane quantum-kernel quantum-machine-learning
Last synced: 09 Apr 2025
https://github.com/cern-it-innovation/gqc
Guided Quantum Compression (GQC) network for simultaneous dimensionality reduction and classification of high-dimensional data.
deep-learning machine-learning neural-networks quantum-computing quantum-machine-learning
Last synced: 16 Jan 2026
https://github.com/babcockt18/on-nonlinearities-in-qml-paper-implementation
Repository contains implementations of Quantum Hadamard Product and Generalized Quantum Transpose Algorithms
pennylane quantum quantum-machine-learning
Last synced: 16 Mar 2025
https://github.com/christopher-altman/noise-aware-qnn-identifiability
When performance survives noise, identifiability may not.
identifiability neural-quantum-models noise-robustness quantum quantum-machine-learning quantum-machine-learning-simulation variational-quantum-circuits verification
Last synced: 22 Jan 2026
https://github.com/ryanhill1/quantum-variational-classifier
Implementations of quantum variational classifier and quantum kernel estimator proposed in Havlíček, V., Córcoles, A.D., Temme, K. et al. Supervised learning with quantum-enhanced feature spaces. Nature 567, 209–212 (2019). https://doi.org/10.1038/s41586-019-0980-2
kernel-methods quantum-machine-learning variational-circuit
Last synced: 21 Oct 2025
https://github.com/redx94/quantumai
🚀 QuantumAI merges Quantum Computing with Artificial Intelligence to revolutionize machine learning, cryptography, and optimization. Leveraging quantum superposition, entanglement, and hybrid AI models, this project pushes the boundaries of computational intelligence. ⚡ Next-gen AI meets quantum power! 💡
ai-and-quantum hybrid-ai-quantum qiskit qiskit-ai qml quantum-algorithms quantum-cryptography quantum-machine-learning quantum-neural-networks quantum-optimization quantumai
Last synced: 15 Jun 2026
https://github.com/sevdanurgenc/introduction-to-machine-learning
This repo contains content created for a webinar that I have talked about machine learning.
artificial-intelligence deep-learning machine-learning machine-learning-algorithms quantum-machine-learning
Last synced: 23 Mar 2025
https://github.com/subatomicerror/quantum-ml
Quantum-ML is a hybrid quantum-classical machine learning project leveraging quantum computing and AI to deliver advanced predictions and solutions through a fast API interface.
artificial-intelligence fastapi machine-learning pennylane python pytorch quantum-ai quantum-computing quantum-machine-learning
Last synced: 15 Jun 2025
https://github.com/ritu-thombre99/qhack-2022-coding-challenge-solutions
Solutions to 25 coding problems from QHack Coding Challenge 2022 (https://github.com/XanaduAI/QHack/tree/master/Coding_Challenges)
pennylane qhack qhack2022 qhack22 qhackcodingchallenge2022 quantum-algorithms quantum-chemistry quantum-computing quantum-machine-learning vqe
Last synced: 31 May 2026
https://github.com/miyuruamarasiri/qsafe
This repository scaffolds an advanced MVP for a post-quantum secure communication stack. It focuses on hybrid authenticated key exchange, mutual hardware-backed attestation, and transport-agnostic encrypted messaging with deep observability and supply-chain hardening.
1password advanced-algorithms github github-copilot gitkraken gitlens go jetbrains learn notion protocol quantimental-analysis quantom-cryptography quantum-algorithms quantum-computing quantum-information quantum-machine-learning quantum-mechanics stripe
Last synced: 09 May 2026
https://github.com/nirupamkhanal/quantum
Quantum Computing with IBM's Qiskit toolkit
circuit-analysis hamiltonian-cycles hamiltonian-dynamics hamiltonian-systems parser-combinators qiskit quantum-chemistry quantum-computing quantum-machine-learning search-algorithm transpilation
Last synced: 18 Jun 2026
https://github.com/christopher-altman/sqnt-hardware-demo
Adaptive quantum networks in practice: superposed graph topologies and operator-space spatialization, with reproducible hardware-relevant demos and figures.
adaptive-quantum-networks deterministic-experiments graph-neural-networks hardware-aware-ml identifiability inverse-problems mixture-models model-identifiability numpy operator-space pennylane qiskit quantum-compilation quantum-machine-learning quantum-neural-networks reproducible-research superposed-graph-topologies superpositional-topologies support-recovery topology-learning
Last synced: 22 Jan 2026
https://github.com/kosasih/quantum-realm-codespace
Quantum-Realm-Codespace is a groundbreaking software development platform that harnesses the power of quantum computing. This advanced environment integrates quantum algorithms, enabling developers to explore quantum-inspired coding, solve complex problems, and optimize processes.
quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language
Last synced: 19 Mar 2026
https://github.com/agnostiqhq/tutorials_covalent_qsite_2022
Covalent tutorial for Q-Site conference 2022
agnostiq covalent covalent-tutorial machine-learning qsite2022 qsvm quantum quantum-computing quantum-machine-learning quantum-workflow svm
Last synced: 12 Sep 2025
https://github.com/sevdanurgenc/quantum-programming-with-qsharp
Introduction to Quantum Programming with Q #
qsharp quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language
Last synced: 23 Mar 2025
https://github.com/dcavar/nlqk
Natural Language Qu Kit (NLQK)
artificial-intelligence natural-language-processing quantum-ai quantum-artificial-intelligence quantum-computing quantum-machine-learning quantum-nlp
Last synced: 10 Oct 2025
https://github.com/gamatos/qnlp-binary-classification
A quantum model for binary sentence classification
qml qnlp quantum-computing quantum-machine-learning
Last synced: 19 Jul 2025
https://github.com/jeremiegince/learning_quantum_computer_resources
Some resources to help humans in the process of learning quantum computer.
qbit quantum-computing quantum-machine-learning references resources
Last synced: 19 Mar 2026
https://github.com/pockerman/quantum_computing_cs
Quantum computing notes
notes python quantum-algorithms quantum-computing quantum-information quantum-machine-learning quantum-mechanics
Last synced: 16 May 2026
https://github.com/sevdanurgenc/qiskit-quantum-machine-learning-notes
This repository contains code snippets related to Quantum Machine Learning developed using the Qiskit framework.
qiskit quantum-computing quantum-machine-learning quantum-programming-language
Last synced: 26 Jul 2025
https://github.com/stfc/quantum-molecular-encodings
Data and codes used in Boy et al. (2025) - Quantum molecular structure encoding
encoding-algorithms molecular-representation molecular-structures quantum-computing quantum-machine-learning
Last synced: 16 Jan 2026
https://github.com/sevdanurgenc/quantum-programming-with-qiskit
Introduction to Quantum Programming with Qiskit.
qiskit qiskit-tutorial qiskit-workshop-materials quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-programming-language
Last synced: 23 Mar 2025
https://github.com/ollpu/qml
Quantum machine learning scheme (without the quantum part)
gradient-descent quantum-machine-learning
Last synced: 29 Mar 2025
https://github.com/sevdanurgenc/diabetes-health-indicators-ml-and-qml
Compare classical machine learning and quantum machine learning techniques for feature selection and classification on the Diabetes Health Indicators dataset using Cirq and Scikit-Learn.
cirq quantum-computing quantum-machine-learning
Last synced: 23 Mar 2025
https://github.com/carlolepelaars/skq
Scientific Toolkit for Quantum Computing
numpy python quantum quantum-computing quantum-machine-learning
Last synced: 19 May 2026
https://github.com/lorenzomaiuri-dev/quantum-gpt
A hybrid Quantum-Classical Transformer implementation based on nanoGPT, using PyTorch and PennyLane to replace attention heads with Variational Quantum Circuits (VQC).
gpt language-model nanogpt natural-language-processing pennylane pytorch qnlp quantum quantum-computing quantum-machine-learning research transformers variational-quantum-circuit
Last synced: 17 Jan 2026
https://github.com/sevdanurgenc/loadwine-cirq-ml-vs-qml
Compare classical machine learning and quantum machine learning techniques for feature selection and classification on the Wine dataset using Cirq and scikit-learn.
feature-selection qml quantum-machine-learning
Last synced: 01 Sep 2025
https://github.com/touradbaba/thesis-quantum-gnn-learnability
This repository hosts code for a thesis on learning full output distributions of quantum circuits using Transformer-based Graph Neural Networks. It includes dataset generation under noiseless and noisy settings, circuit feature engineering, GNN and CNN modeling, transfer learning across qubit sizes, and model evaluation.
cnn deep-learning distribution-learning extrapolation gnn graph-neural-networks graph-transformer machine-learning multi-output-regression pytorch pytorch-geometric qaoa qiskit quantum-circuits quantum-computing quantum-machine-learning quantum-noise thesis transfer-learning
Last synced: 15 Apr 2026
https://github.com/agnostiqhq/covalent_tutorials_ieee_2023
Tutorial notebooks for QCE at IEEE 2023 in Bellevue, Washington
covalent hpc quantum quantum-algorithms quantum-computing quantum-machine-learning qvr
Last synced: 19 Mar 2026
https://github.com/meet-c-viradiya/quantum-workflow
Quantum-enhanced workflow scheduling optimizes multi-processor resource allocation using DAGs and a hybrid quantum-classical approach, visualized via advanced tools. QUBO problem formulation ensures efficiency.
cpp drug-design hpc machinelearning-python nisq pipelines qiskit qiskit-metal quantum-algorithms quantum-chemistry quantum-machine-learning transmon-qubit unitaryhack workflow-automation
Last synced: 29 Apr 2026
https://github.com/olivia-banks/cardinal
Cardinal FTC Simulation Software
aerospace-engineering first-tech-challenge quantum-machine-learning robotics simulation simulation-modeling
Last synced: 14 Apr 2026
https://github.com/zacksff/quantum-computing
The applications foundations of Quantum Computing & More 🐱👤
python python-library quantum-algorithms quantum-computing quantum-machine-learning
Last synced: 19 Jun 2026
https://github.com/mr-gl00m/nothing-engine
A 1+1D quantum field theory simulator for studying vacuum friction in dynamical Casimir cavities. Bogoliubov mode-space evolution, dynamical plate coupling, closed/open/periodic boundaries, 9 validation gates, energy audit, and pre-registered analysis. Built to test the vacuum. Built to catch itself.
casimir casimir-effect casimir-simulation photon quantum-machine-learning quantum-physics quantum-simulation science science-research
Last synced: 13 Jun 2026
https://github.com/alex180500/quantumreservoircomputing.jl
Quantum Reservoir Computing and Quantum Extreme Learning Machine package written in Julia.
extreme-learning-machine machine-learning quantum-computing quantum-information quantum-machine-learning quantum-physics reservoir-computing
Last synced: 22 Feb 2026
https://github.com/q-pratz-chem/ibm_quantum_challenge_fall2022
7 days journey of learning more about Qiskit Runtime, QML and Quantum Chemistry application of Quantum Computer through 4 exercises and a final challenge by IBM Quantum in Fall 2022.
error-correction qiskit-runtime quantum-chemistry quantum-computing quantum-machine-learning quantum-optimization
Last synced: 07 May 2025
https://github.com/dpbm/bayesian-networks
Testing Quantum bayesian networks with pennnylane
bayesian bayesian-networks pennylane quantum quantum-computing quantum-machine-learning
Last synced: 12 Jun 2025
https://github.com/vishivishvish/udmy-quantum-computing-quantum-ml
QC101 - Quantum Computing and Intro to Quantum Machine Learning | Udemy
quantum-computing quantum-machine-learning
Last synced: 11 Feb 2026
https://github.com/rishn/qml-fraud-detection
Credit card fraud detection project that utilizes quantum machine learning techniques
fraud-detection jupyter-notebook kaggle kaggle-dataset machine-learning python python3 qiskit quantum-circuit quantum-computing quantum-machine-learning scikit-learn
Last synced: 10 Apr 2026
https://github.com/farukalpay/quantumlib
A modular quantum computing library in Python featuring QAOA, Grover, HHL, and VQC — built on Qiskit, with future plans to become a QPU-agnostic, from-scratch quantum SDK.
grover hhl ibm-quantum qaoa qft qiskit qpe qpu-agnostic quantum-algorithms quantum-annealing quantum-computing quantum-framework quantum-gradient quantum-machine-learning quantum-optimization quantum-research quantum-sdk quantum-simulation quantumlib vqc
Last synced: 26 Jun 2025
https://github.com/abhilash1910/my-talks-and-sessions
Talks and Presentations on Deep Learning principles,models and architectures
accelerated-computing chatgpt deep-learning framework gpt-3 nlp pytorch quantum-machine-learning tensorflow transformers
Last synced: 20 May 2026
https://github.com/amon20044/quantum-bayes-classifiers-and-their-application-in-image-classification
implementing Quantum Bayes Classifiers (QBCs) for image classification tasks using MNIST and Fashion-MNIST datasets, based on the research by Ming-Ming Wang and Xiao-Ying Zhang. The project includes Naïve QBC, SPODE-QBC, TAN-QBC, and Symmetric-QBC, simulated on MindQuantum.
bayesian bayesian-inference classification computing gaussian mindquantum mindspore naive-bayes-classifier qml quantum quantum-computing quantum-machine-learning research-reproduction scikit-learn spode tan
Last synced: 18 May 2026
https://github.com/reshalfahsi/quantum-lenet
Image Recognition with Quantum LeNet
image-classification image-recognition lenet mnist pennylane pytorch pytorch-lightning quantum-computing quantum-lenet quantum-machine-learning
Last synced: 21 May 2026
https://github.com/sevdanurgenc/ml-vs-qml
It will be shown how to train a quantum machine learning model to overcome a classification problem.
classical-machine-learning quantum-machine-learning
Last synced: 23 Mar 2025