seif-007/Quantum_Long_Short_Term_Memory

This repository features a Quantum Long Short-Term Memory (QLSTM) model for time-series forecasting using quantum circuits. It provides a custom QLSTMCell and supports real-time loss tracking, making it ideal for research and experimentation. 🛠️🌌

Language: Python - Size: 11.7 KB - Last synced at: about 1 hour ago - Pushed at: about 2 hours ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 741 KB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 0 - Forks: 0

alex180500/QuantumReservoirComputing.jl

Quantum Reservoir Computing and Quantum Extreme Learning Machine package written in Julia.

Language: Julia - Size: 73.2 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

PennyLaneAI/pennylane-lightning

The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.

Language: C++ - Size: 12.2 MB - Last synced at: about 5 hours ago - Pushed at: about 5 hours ago - Stars: 116 - Forks: 43

gamy703/titanic_machine_learning

Predicts Titanic passenger survival using machine learning (Logistic Regression, Decision Tree, and Random Forest). Analyzes factors like age, gender, and fare to identify key predictors.

Language: Python - Size: 1.55 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

XanaduAI/MrMustard

A differentiable bridge between phase space and Fock space

Language: Python - Size: 10.9 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 89 - Forks: 29

NVIDIA/cuda-quantum

C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows

Language: C++ - Size: 775 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 729 - Forks: 256

Classiq/classiq-library

The Classiq Library is the largest collection of quantum algorithms and applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌

Language: Jupyter Notebook - Size: 122 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1,909 - Forks: 874

PennyLaneAI/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.

Language: Python - Size: 123 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,708 - Forks: 673

javier-lazaro/SimplyQRL

Python library for hybrid quantum-classical reinforcement learning agents using PennyLane and Gymnasium.

Language: Python - Size: 70.3 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

lawun330/2024-Womanium-Quantum-Journey

My quantum computing learning journey

Language: Python - Size: 475 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 1

NatanRRocha/Quantum

Principles, applications, and technologies of quantum science.

Language: Python - Size: 20.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

dcavar/nlqk

Natural Language Qu Kit (NLQK)

Language: Python - Size: 10.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

tensorflow/quantum

An open-source Python framework for hybrid quantum-classical machine learning.

Language: Python - Size: 21.1 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 1,952 - Forks: 603

TuringQ/deepquantum

DeepQuantum for quantum computing

Language: Python - Size: 11 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 44 - Forks: 10

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.

Language: Jupyter Notebook - Size: 98.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,495 - Forks: 223

tensorcircuit/tensorcircuit-ng

Tensor network based quantum software framework: next generation

Language: Python - Size: 15.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 30 - Forks: 7

RiCkymare00/Master-QML

Material from MU1 QML

Language: Jupyter Notebook - Size: 321 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

pasqal-io/pyqtorch

PyTorch-based state vector and density matrix simulator

Language: Python - Size: 5.5 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 48 - Forks: 26

PennyLaneAI/qml

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

Language: Python - Size: 456 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 608 - Forks: 209

quarktetra23/pre-stock-qnn

Using QNN to predict trends in the stock market

Language: Python - Size: 19.5 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

pasqal-io/horqrux

Jax-based quantum state vector simulator.

Language: Python - Size: 2.45 MB - Last synced at: 5 days ago - Pushed at: 14 days ago - Stars: 26 - Forks: 2

MELAI-1/Quantum-computing-project

This repository showcases personal projects in quantum computing, Python-based math workshops, and data-driven experiments with Quantum Machine Learning (QMLs).

Language: Jupyter Notebook - Size: 813 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

pasqal-io/qadence

Digital-analog quantum programming interface

Language: Python - Size: 54.7 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 86 - Forks: 21

Cyberheroess/Quze

Quantum zero-day exploit Hunting for vulnerabilities as small as a quantum particle

Language: Python - Size: 1.56 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 12 - Forks: 2

QuAIR/QuAIRKit

QuAIRKit is a Python research framework for quantum computing, quantum information, and quantum machine learning algorithm development. It focuses on flexible design, real-time simulation and rapid verification of quantum and classical algorithms.

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: 14 days ago - Pushed at: 29 days ago - Stars: 36 - Forks: 5

PennyLaneAI/pennylane-cirq

The PennyLane-Cirq plugin integrates Google's Cirq software library with with PennyLane's quantum machine learning capabilities.

Language: Python - Size: 2.06 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 57 - Forks: 19

cirKITers/qml-essentials

Python package with commonly used Ansaetze, tools and data-reuploading model in quantum machine learning.

Language: Python - Size: 11 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 3 - Forks: 0

tencent-quantum-lab/tensorcircuit

Tensor network based quantum software framework for the NISQ era

Language: Python - Size: 13.4 MB - Last synced at: about 18 hours ago - Pushed at: 2 months ago - Stars: 313 - Forks: 85

pasqal-io/perceptrain

Machine learning training, simplified, at scale

Language: Python - Size: 3.25 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 6 - Forks: 0

instance01/qubo-nn

Classifying, auto-encoding and reverse-engineering QUBO matrices

Language: Python - Size: 127 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 13

Oounce/classical-quantum-mnist

Single pixel imaging with classical and quantum neutral network

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 4 - Forks: 1

SamuellH12/Quantum-Express-Entang-Measures

Scientific Initiation project to implement KL Divergence Measures and a conversor of description files to Qiskit and Pennylane circuits

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2 - Forks: 1

AgnostiqHQ/covalent

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

Language: Python - Size: 370 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 835 - Forks: 106

AroosaIjaz/AroosaIjaz.github.io Fork of academicpages/academicpages.github.io

My personal diary to track my academic activities and projects

Language: JavaScript - Size: 53.5 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 1

SQuASH-bench/SQuASH

Surrogate benchmark for QAS. Includes code, datasets, and tools for fast evaluation and integration into custom QAS pipelines.

Language: Python - Size: 302 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

mikeroyal/Quantum-Computing-Guide

Quantum Computing Guide

Language: Q# - Size: 21.5 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 59 - Forks: 14

huckiyang/QuantumSpeech-QCNN

IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

Language: Jupyter Notebook - Size: 859 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 101 - Forks: 20

autistic-symposium/quantum-computing-toolkit 📦

👾 notes and resources on quantum computing (e.g., quantum information, post-quantum cryptography, implications on post-quantum and blockchains)

Size: 2.5 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 22 - Forks: 3

SaashaJoshi/piQture

piQture: A quantum machine learning library for image processing.

Language: Python - Size: 41.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 53 - Forks: 26

Qyusu/qxmt

QXMT is a experiment management tool for quantum computing and quantum machine learning.

Language: Python - Size: 7.41 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 4 - Forks: 0

vishivishvish/udmy-quantum-computing-quantum-ml

QC101 - Quantum Computing and Intro to Quantum Machine Learning | Udemy

Size: 213 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MatchCake/MatchCake

Fermionic Machine Learning python package built on PennyLane

Language: Python - Size: 6.34 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 11 - Forks: 0

anthonyrtw/quantum-cnn

Hamming weight preserving quantum convolutional neural network.

Language: Jupyter Notebook - Size: 658 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 1.01 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 314 - Forks: 86

artix41/awesome-quantum-ml

Curated list of awesome papers and resources in quantum machine learning

Size: 76.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 392 - Forks: 83

ycchen1989/Quantum_Long_Short_Term_Memory

Implementation of Quantum Long Short-term Memory (QLSTM)

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

fdamore/QK

Projected Quantum Kernel: an implementation using qiskit

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Mattbusel/Quantum-Neural-Network-Model-The-Future-of-AI-Cognition

Quantum computing is revolutionizing the way we think about processing power. Now, imagine applying the principles of quantum mechanics to a neural network—one that mimics and accelerates human cognition, surpassing current deep learning capabilities

Language: Python - Size: 1.23 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

mcpeixoto/QML-HEP

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

Language: Python - Size: 4 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 3

gstenzel/qandle

QANDLE is a fast and simple quantum state-vector simulator for hybrid machine learning using the PyTorch library.

Language: Python - Size: 418 KB - Last synced at: 24 days ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 0

hugopstackhouse/MPSTime.jl

A Julia package for Matrix-Product State (MPS)-based time-series analysis.

Language: Julia - Size: 1.34 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 2

ericardomuten/qml-vqa-library

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.

Size: 398 KB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 62 - Forks: 13

TNO-Quantum/ml.classifiers.vc

Scikit-learn compliant Variational Quantum Classifier

Language: Python - Size: 3.02 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 1

erikrecio/learning-complexity-gradually

Repository of the paper "Learning complexity gradually in quantum machine learning models"

Language: Python - Size: 4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

fabiocaiulo8/malware-detection 📦

Quantum/classical machine learning models

Language: Jupyter Notebook - Size: 41.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

ChiShengChen/QuantumEEGNet

The official repository implement of QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding (IEEE SiPS2024)).

Language: Python - Size: 41 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

AgnostiqHQ/Quantum-Variational-Rewinding 📦

Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 3

QForestCommunity/launchpad

Resources to get started in Quantum Computing!

Language: Jupyter Notebook - Size: 552 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 19

TimeDelta/q-vs-c_enc_dec_nonstationary

Quantum vs Classical, Autoregressive vs Reconstructive Encoder/Decoder Architectures on Non-Stationary Time-Series: Loss Landscapes and Latent Complexities with and without Recurrence

Language: Python - Size: 9.08 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

sQUlearn/squlearn

scikit-learn interface for quantum algorithms

Language: Python - Size: 15.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 80 - Forks: 21

AIdjis/Quantum_SVM

implement the quantum support vector machine for classification using pennylane framework

Language: Jupyter Notebook - Size: 380 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

SaashaJoshi/QML-circuit-cutting

Implementation of a Quantum Tensor Network with Circuit Cutting in Qiskit - A project for QHack 2024

Language: Jupyter Notebook - Size: 8.83 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 2

serkosi/quantum-entanglement

Research on Quantum Machine Learning (QML) methods, aiming to perform better on modeling and analyzing complex systems.

Language: Python - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 95.7 KB - Last synced at: about 19 hours ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Qulacs-Osaka/scikit-qulacs

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

Language: Python - Size: 8.85 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 23 - Forks: 6

maximer-v/qml-unlocked

This is the public repository of the book "QML Unlocked" by Javier Mancilla M.

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 2

anthonyrtw/LevyLieb_VQE

Calculation of the ground state energy of a Hubbard dimer using the Levy-Lieb density functional.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

robertosolari/Quantum-Computing-Resources

Resources for learning Quantum Computing and Quantum Machine Learning

Size: 185 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 30 - Forks: 3

PennyLaneAI/generative-quantum-states

Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"

Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 8

qDNA-yonsei/qdna-lib

Qdna-lib aim to pioneer advancements that not only push the boundaries of quantum computing but also provide benefits to the field of data science and artificial intelligence.

Language: Python - Size: 74.2 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

AI4Finance-Foundation/Quantum-Tensor-Networks-for-Variational-Reinforcement-Learning-NeurIPS-2020

Quantum Tensor Networks for Variational Reinforcement Learning. NeurIPS 2020.

Language: Python - Size: 948 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 8

CQCL/Quixer

Code repository for the preprint "Quixer: A Quantum Transformer Model"

Language: Python - Size: 48.8 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 22 - Forks: 9

renatawong/classical-shadow-vqe

Qiskit implementation of classical shadow formalism with VQE for calculating ground state energies of molecules

Language: Jupyter Notebook - Size: 4.01 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

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".

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 116 - Forks: 36

salcc/QuantumTransformers 📦

Quantum Transformers for High Energy Physics Analysis at the Large Hadron Collider

Language: Jupyter Notebook - Size: 3.58 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 13

cintia-shinoda/quantum

Comprehensive notes and resources covering Quantum Computing concepts, algorithms, and applications

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

quantum-ods/qmlcourse

Курс по квантовому машинному обучению

Language: TeX - Size: 756 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 235 - Forks: 31

themisvaltinos/Quantum-Neural-Networks

Implementations of quantum circuits for Quantum Neural Networks with Qutrits

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

tensorly/quantum

Tensor-Based Quantum Machine Learning

Language: Python - Size: 2.55 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 121 - Forks: 16

4d6174686973/circuit-design

Circuit Design based on Feature Similarity for Quantum Generative Modeling

Language: Python - Size: 695 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

AgnostiqHQ/covalent-slurm-plugin

Executor plugin interfacing Covalent with Slurm

Language: Python - Size: 366 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 26 - Forks: 6

pedroteixeiraw/Variational_Quantum_Circuit_Binary_Classification

This project focuses on developing a Variational Quantum Circuit capable of performing Binary Classification between two classes: red wine and white wine, based on their characteristics using machine learning.

Language: Jupyter Notebook - Size: 1.21 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

afedyanin/quantum-algo

Learning basic quantum algorithms on Python and Q#

Language: Q# - Size: 33.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

jfurches/nonlocalgames

Computing strategies for non-local games

Language: OpenQASM - Size: 15.9 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 4 - Forks: 1

MeforgersDev/AixrOptima

AixrOptima is an artificial intelligence startup that speeds up the process process by integrating quantum circuits.

Language: Python - Size: 436 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

yrsobrinho/BreastCancerQuanvolution

Official implementation of a Hybrid Quanvolutional Neural Network (HQNN) for breast cancer detection, integrating a quanvolutional layer as a quantum feature extractor with classical neural networks. This approach enhances malignant and benign pattern recognition while addressing the limitations of quantum hardware, ensuring a feasible solution.

Language: Jupyter Notebook - Size: 45.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

Data-Science-Big-Data-Research-Lab/GATE_GSI

GATE (Gate Assessment and Threshold Evaluation) and GSI (Gate Significance Index)

Language: Python - Size: 1.47 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

QuantumBFS/QuAlgorithmZoo.jl

A curated implementation of quantum algorithms with Yao.jl

Language: Julia - Size: 271 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 101 - Forks: 20

sandra-nguemto/Re-QGAN

Language: Jupyter Notebook - Size: 13.3 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 37.1 KB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

ronitd2002/qml-guide

A reference code based public guide for Quantum Machine Learning from the book Supervised QML by Petruccione and Schuld.

Language: Jupyter Notebook - Size: 149 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

mspronesti/qlearnkit

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

Language: Python - Size: 3.7 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 11

CarloLepelaars/skq

Scientific Toolkit for Quantum Computing

Language: Python - Size: 1.65 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 2.52 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 1

CERN-IT-INNOVATION/gqc

Guided Quantum Compression (GQC) network for simultaneous dimensionality reduction and classification of high-dimensional data.

Language: Python - Size: 24.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 5

XanaduAI/QHack2022 📦

QHack—The one-of-a-kind quantum computing hackathon

Language: Python - Size: 16 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 88 - Forks: 123

babulab/QuantumMachineLearning

This repository presents practical applications of Quantum Machine Learning (QML) in tackling traditional machine learning tasks

Language: Jupyter Notebook - Size: 635 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

eperrier/quant-geom-machine-learning

Language: Jupyter Notebook - Size: 25 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 7

Ashad001/2Q48

This project compares heuristic, classical reinforcement learning (RL), and quantum RL approaches to evaluate their efficiency, decision-making strategies, and performance in a grid-based environment.

Language: Python - Size: 1.47 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0