Giter VIP home page Giter VIP logo

Comments (1)

davidegraff avatar davidegraff commented on June 26, 2024

vectors is an attribute of a OneHotVocabulary, a subclass of CharVocab. It's uncessary though- the purpose of the class is really to initialize the embedding layer (nn.Embedding) with the identity matrix (L18). Two notes:

  1. the weights of the embedding layer can be learned and there's nothing special about the identity matrix
  2. the embedding size does not need to be the same as the vocab size. many VAE implementations project the vocabulary into a higher-dimensional embedding space (i.e., d_emb > n_vocab) with this typically improving performance

from moses.

Related Issues (20)

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.