Testing a bunch of graph minor embedding heuristics.

This is the repository of our article published on MDPI Entropy "Feature Selection for Recommender Systems with Quantum Computing".

This repository holds scripts to build quantum neural networks with a variety of encoding methods, parametric layer architectures, and measurement operations. Circuits can be generated as PennyLane…

Collaborative Filtering Quantum Infinite Restricted Boltzmann Machine

Model-Free Quantum Control with Reinforcement Learning.

A framework for simulating quantum mechanical thought experiments in projectq

Library for Q# implementing various qRAM proposals

Example of a Quantum LSTM

Quantum Circuit Optimizer based on SVD operation

A review of current literature covering the intersections of clustering, algorithm evaluation and healthcare modelling

Python library for exploring networks of hyperlinked Wikipedia articles

A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum magnets

Python library for simulation of quantum annealing

fermionic Projected Entangled Pairs States (fPEPS)

Example notebooks that show how to apply quantum computing with Amazon Braket.

Comprehensive, GPU accelerated framework for developing universal virtual quantum processors

Quantum Theory of Information for Python; pronounced "cutie pie". A package for performing calculations with quantum states and channels.

Proper project management with Taskwarrior in vim.

Differentiable Programming Tensor Networks

Tropical tensor network for spin glasses

The Python toolkit for computing with string diagrams.

Neural Network Many-Body Wavefunction Reconstruction

Tutorials for a mini course in machine learning and quantum physics

Quantum Accelerated De Novo DNA Sequence Reconstruction

Some tutorials to help people learn how to program the D-Wave quantum computer.

Implementation of protein folding on 2D lattice on D-Wave QPU, using turn ancilla encoding (Babbush 2013). Conventional Monte Carlo Simulated Annealing is also included as a sepate approach

Useful miscellaneous code snippets for using the D-Wave System.

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations