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About

This is the source for the python package qwgraph. This package's aim is to provide an efficient implementation of quantum walks on graphs.

The quantum walk model implemented in this package follows the paper https://arxiv.org/abs/2310.10451 . This model is specifically designed for searching.

Most of the critical functions of this package are implemented and compiled in rust, providing an efficient simulation.

An example notebook can be found at https://github.com/mroget/qwgraph/blob/main/demo.ipynb

Installation

1. From pip

pip install qwgraph

2. From source

git clone git@github.com:mroget/qwgraph.git
cd qwgraph
./build.sh

The script build.sh will compile everything and install it as a python package locally on your machine. It requires to install maturin via pip install maturin

Dependencies

  • numpy
  • matplotlib
  • networkx
  • pandas
  • tqdm

Documentation

The documentation can be found in https://mroget.github.io/qwgraph/

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This version

1.0.2

1.0.1

1.0.0

0.3.0

0.2.0

0.1.7

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