Coder Social home page Coder Social logo

trackhhl's Introduction

TrackHHL

This repository contains an implementation of a track reconstruction algorithm using the HHL quantum algorithm, described in this article.

DOI

Installation

This project uses Poetry to manage dependencies. After installing it, clone this repo and install the dependencies in a virtual environment using Poetry.

git clone https://github.com/dnicotra/TrackHHL.git
cd TrackHHL
poetry install

You can then run your own script with

poetry run python your_script.py

or activate the environment in your shell with

poetry shell

Description

  • notebooks\: contains a few IPython notebooks that show the usage of the code
  • tests\: contains several automatic tests
  • trackhhl\: the main library
    • event_model\: contains the data-models Hit, Module, Track, Event, Segment and MCInfo
    • hamiltonians\: contains the abstract class Hamiltonian and the implementation of the SimpleHamiltonian used in the article. The SimpleHamiltonian class can be used to solve a tracking problem using a classical linear solver (with the method solve_classically) or using the Qiskit implementation of the HHL algorithm (with the method solve_hhl). Check notebooks\example.ipynb for the basic usage.
    • toy\: contains the toy-model used for numerical simulations in the article

trackhhl's People

Contributors

dmark04 avatar dnicotra avatar xenofon-chiotopoulos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.