Giter Club home page Giter Club logo

fasttext-paper-implementation-python's Introduction

fasttext-paper-implementation

Contents

  • About Project
  • Motivation
  • Structure
  • Results
  • Tech/framework used

 

About Project

Implemented Bag of Tricks for Efficient Text Classification using python and pytorch.

   

Motivation

NLP Project

 

Structure

Used AG's News Topic Classification DataSet. You can find it in data file.

 

Results

answer: Business, guess: Business, prob: 0.9393 answer: Sci/Tech, guess: Sci/Tech, prob: 1.0

number of correct answer: 6761 / 7600

Accuracy = 0.8896

   

Tech/framework used

Built with

  • python

 

fasttext-paper-implementation-python's People

Contributors

seunghakbae avatar

Watchers

 avatar  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.