Giter VIP home page Giter VIP logo

deeplearning's Introduction

DS-GA 1008: Deep Learning

Assignment 1 - MNIST Digit Recognition

Introduction

Digit Recognition using MNIST dataset

Structure

.
├── dat
│   └── mnist.t7 ```dataset```
├── ds-ga-1008-a1-master ```tutorial starter code```
└── src ```source code location```
    ├── results_weightDecay=0 ```subdirectories for results```
    ├── results_weightDecay=0.1
    └── results_weightDecay=1

Usage

  • python src/train.py --param1 val1 val2 val3 --param2 val1 val2 val3 val4 --param3 ...., train models for different cmd args
  • python src/predict.py, generate predictions using model.net files in each result subdirectory

Note

  • Please add dat to .gitignore and store large data files in dat directory

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.