Code Monkey home page Code Monkey logo

ncsa_pytorch_tutorial's Introduction

NCSA_pytorch_tutorial

This github repo contains pytorch tutorial I gave at NCSA/UIUC.

There are two colab/jupyter notebooks:

The first one cover basic of how pytorch operates and how to use GPU with pytorch.

The second one covers how to build and train a simple convolution neural networks to recoginize hand written digits (MNIST). It also covers how to train a simple generative model (VAE) to generate new hand written digits.

presentation (2021.9.29)

slides (2021.9.29)

ncsa_pytorch_tutorial's People

Stargazers

Dimitrios Tanoglidis avatar Khanh Duy Nguyen avatar Joshua Yao-Yu Lin avatar Kuan-Wei Huang avatar Chia-Jung Hsu avatar  avatar Yu-Heng Lin avatar  avatar Gowthami Venkateswaran avatar Matt Murphy avatar

Watchers

James Cloos avatar Joshua Yao-Yu Lin 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.