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John McFarland's Projects

airline-hubs icon airline-hubs

Determine which airports should be hub locations for an airline. Solved using the LeapHybridDQMSampler.

citar icon citar

Emacs package to quickly find and act on bibliographic references, and edit org, markdown, and latex academic documents.

clustering icon clustering

Using a quantum computer to cluster data points

distributed-computing icon distributed-computing

Minimize messaging between computers in a distributed computing system by using the LeapHybridCQMSampler. This problem is also known as the graph k-partitioning problem.

dlchess icon dlchess

Deep reinforcement learning for chess

dlgo icon dlgo

Reinforcement learning for the game of Go

doxy2swig icon doxy2swig

Doxygen XML to SWIG docstring converter (improved version)

dwave-neal icon dwave-neal

An implementation of a simulated annealing sampler for general Ising model graphs in C++ with a dimod Python wrapper.

dwave-networkx icon dwave-networkx

D-Wave Systems extension of the NetworkX Python package for graphs and graph algorithms.

dwave-system icon dwave-system

An API for easily incorporating the D-Wave system as a sampler, either directly or through Leap's cloud-based hybrid samplers

dwavebinarycsp icon dwavebinarycsp

Map constraint satisfaction problems with binary variables to binary quadratic models.

george icon george

Fast and flexible Gaussian Process regression in Python

image-segmentation icon image-segmentation

Perform basic image segmentation using discrete quadratic models (DQM) and hybrid solvers.

knapsack icon knapsack

Implementation of knapsack problem, set up for scaling to large problem size

maze icon maze

Simple example on how to construct a problem for a quantum computer

nrel-hpc icon nrel-hpc

A collection of various resources, examples, and executables for the general NREL HPC user community's benefit. Use the following website for accessing documentation.

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