Git Product home page Git Product logo

Comments (3)

TadasBaltrusaitis avatar TadasBaltrusaitis commented on July 2, 2024

It's just a simple feed forward neural network, you can almost think of it as a single hidden layer perceptron with sigmoid activations with an undirected graphical model on top of it. It is not exactly like an HMM as the edge features are undirected and we can have links between nodes that are far away from each other.

It would in theory be possible to apply incremental training on it without the need to retrain it with all the data, although I have not used it like that before.

For training, you're right we're using maximum likelihood (using LBFGS).

Thanks,
Tadas

from clm-framework.

sunjunlishi avatar sunjunlishi commented on July 2, 2024

"It would in theory be possible to apply incremental training on it without the need to retrain it with all the data" ,could you realize it, and it Infinite value;

from clm-framework.

sunjunlishi avatar sunjunlishi commented on July 2, 2024

The trained value as Initialization parameter;and Sample will improve a certain part of the value

from clm-framework.

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.