Git Product home page Git Product logo

filorazi / qslp-quantum-single-layer-perceptron Goto Github PK

View Code? Open in Web Editor NEW
8.0 2.0 2.0 70 KB

This repository contains the code to reproduce the results in the paper "A Variational Algorithm for Quantum Single Layer Perceptron" submitted to The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science

License: Apache License 2.0

Jupyter Notebook 53.26% Python 46.74%
quantum-computing quantum-ai single-layer-perceptron quantum-single-layer-perceptron

qslp-quantum-single-layer-perceptron's People

Contributors

amacaluso avatar filorazi avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar avatar

Forkers

00mjk ibanknatoprad

qslp-quantum-single-layer-perceptron's Issues

Change in the ansatz gates

This variational algorithm can be easily expanded to support different versions of the U gate in the ansatz.
Now the ansatz works with only the cU3 gate but it is possible to change it into cU, cU2, and cU1. The first step to support this change has been taken (see qSLP.py) but some work is still needed to be fully operational.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.