Code Monkey home page Code Monkey logo

atul04 / pytorch-programming-cnn-fashion_mnist Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 510 KB

CNN network implemented using the Pytorch Framework from the scratch for classifying the Fashion - MNIST data set, activation layer of RELU is used for the nolinearity and cross entropy for the final backward error propagation, for better visualisation Tensorboard is also incorporated which helped in fine tuning of the hyper params

Jupyter Notebook 99.26% Python 0.74%
pytorch-tutorial pytorch-implementation python36 pytorch fashion-mnist cnn-model tensorboard jupyter-notebook deep learning

pytorch-programming-cnn-fashion_mnist's Introduction

PyTorch-Programming

To horn up my skills of Pytorch framework

An illustrated Jupyter-Notebook for the implementation of CNN from the scratch for the Fashion-MNIST DATASET

Learning - flow

  1. Installation Check
  2. Using Cuda
  3. Learning about Tensors
  4. CNN

Dataset :

Resources:

pytorch-programming-cnn-fashion_mnist's People

Contributors

atul04 avatar

Watchers

 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.