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Awesome Quantum Machine Learning ⭐ 2,206

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

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.

Variational Quantum Circuit Simulator for Quantum Computation Research

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).

Openqaoa ⭐ 96

Multi-backend SDK for quantum optimisation

Thewalrus ⭐ 94

A library for the calculation of hafnians, Hermite polynomials and Gaussian boson sampling.

OpenJij : Framework for the Ising model and QUBO.

Quantum_tsp_tutorials ⭐ 82

This repository contains code with tutorials of how to approach optimization problems using quantum computing.

Tweedledum ⭐ 79

C++17 Library for analysis, compilation/synthesis, and optimization of quantum circuits

Quantum Learning ⭐ 77

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".

Mrmustard ⭐ 70

A differentiable bridge between phase space and Fock space

A Small Quantum Intermediate Representation

Quantumcontrol.jl ⭐ 39

Julia Framework for Quantum Dynamics and Control

Entropica_qaoa ⭐ 39

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

Pennylane Rigetti ⭐ 35

This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.

Library for Q# implementing various qRAM proposals

A Julia Ecosystem for Quadratic Unconstrained Binary Optimization

Prototype Qrao ⭐ 26

Quantum random access optimization prototype

A compiler for quantum computers based on A* and numerical optimization.

Qubovert ⭐ 19

The one-stop package for formulating, simulating, and solving problems in boolean and spin form

Qc_portfolio_optimization ⭐ 16

A program that implements the portfolio optimization experiments using a hybrid quantum computing algorithm from arXiv:1911.05296. The code was developed as part of the 2020 Quantum mentorship program. Many thanks to my mentor Guoming Wang from Zapata Computing!

Book_about_quadratization ⭐ 16

Open collaborative book on quadratization in discrete optimization and quantum mechanics.

Anneal.jl ⭐ 15

🔵 QUBO Annealing & Sampling MOI Interfaces

Quantumcollocation.jl ⭐ 14

Quantum Optimal Control with Direct Collocation

Quantum-inspired evolutionary algorithms for Optimization problems

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".

GRAPE with autograd on the TDSE and LME in Python

Torontonian Sampling ⭐ 8

This repository contains the source code used to produce the results presented in the paper "Classical benchmarking of Gaussian Boson Sampling on the Titan supercomputer".

🌊 D-Wave Quantum Annealing Interface for JuMP

open-source library for quantum algorithms (simulation, optimization, machine learning)

Simulated Bifurcation ⭐ 7

Simulated Bifurcation (Quantum Physics model for Ising models) to find heuristics for NP hard problems with great computational efficiency

Iterativelearningcontrol.jl ⭐ 6

An implementation of ILC for noisy nonlinear measurements, specifically targeted at quantum systems.

Coordinated Multipoint Notebook ⭐ 6

Use a quantum computer to decode cellphone signals

Piccolo.jl ⭐ 6

A convenience meta-package for quantum optimal control using the Pade Integrator COllocation (PICO) method

Vrp Explorations ⭐ 5

Exploring various quantum annealing-based approaches to solve the vehicle routing problem as part of the QOSF Quantum Computing Mentorship Program Cohort Four

Tsptw_code ⭐ 5

Sub-project in the scope of QProgMods grant

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