Coder Social home page Coder Social logo

attention's Introduction

"Attention Is All You Need"

Implementation reorganized from d2l

Architecture

[Click to expand]
  • Transformer (transformer.py)
    • TransformerEncoder (transformer.py)
      • Embedding
      • PositionalEncoding (embeddings.py)
      • EncoderBlock (Nx) (layers.py)
        • MultiHeadAttention (Self) (sublayers.py)
        • Add & Norm (sublayers.py)
        • PositionWiseFFN (sublayers.py)
        • Add & Norm
    • TransformerDecoder (transformer.py)
      • Embedding
      • PositionalEncoding
      • DecoderBlock (Nx) (layers.py)
        • MultiHeadAttention (Self)
        • Add & Norm
        • MultiHeadAttention (Encoder-Decoder)
        • Add & Norm
        • PositionWiseFFN
        • Add & Norm
      • Linear

Demo

./experiments/scripts/demo.sh

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.