Giter Club home page Giter Club logo

imaniketsharma / machine-translation Goto Github PK

View Code? Open in Web Editor NEW
0.0 2.0 1.0 2.45 MB

A deep neural network that functions as part of an end-to-end machine translation pipeline. The completed pipeline will accept English text as input and return the French translation.

License: GNU General Public License v3.0

Python 6.61% Jupyter Notebook 93.39%
machine-translation machine-learning language-modeling french-translation word-embeddings tokenization repeat-vector bidirectional-rnn rnn-encoder-decoder lstm-model

machine-translation's Introduction

Machine-Translation

  • A deep neural network that functions as part of an end-to-end machine translation pipeline.

  • The completed pipeline will accept English text as input and return the French translation.

  • Tried various Models to predict which one is performing better

  • Simple RNN Model

  • Embedded Model

  • Bidirectional RNN Model

  • Encoder Decoder Model

Project Build under Udacity Natural Langauge Processing Nanodegree Course @_May 2020

machine-translation's People

Contributors

imaniketsharma avatar

Watchers

 avatar  avatar

Forkers

zaidhamad

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.