Giter VIP home page Giter VIP logo

mnist-hopfield's Introduction

MNIST-Hopfield

MNIST dataset classification with Hopfield network

test_count = 10000
scale = 0.6
q = 0
method='strokey'

model = Hopfield()

Testing:

100%|████████████████████████████████████████████████████████████████████████████| 10000/10000 [39:54<00:00,  4.18it/s]
    Result with Dice(F1) score classifier
    0: 78%, 1019 tests
    1: 80%, 1095 tests
    2: 14%, 996 tests
    3: 47%, 1002 tests
    4: 39%, 971 tests
    5: 22%, 896 tests
    6: 70%, 994 tests
    7: 64%, 1079 tests
    8: 6%, 964 tests
    9: 50%, 984 tests
     total: 48.33%

mnist-hopfield's People

Contributors

grinvolod13 avatar

Stargazers

 avatar  avatar

Watchers

 avatar

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.