Coder Social home page Coder Social logo

save model about linfa HOT 4 CLOSED

rust-ml avatar rust-ml commented on July 30, 2024
save model

from linfa.

Comments (4)

bytesnake avatar bytesnake commented on July 30, 2024 2

I just pushed a new commit with which you can enable serde support for almost all algorithms. In order to use SVM with serde support, add this to your Cargo.toml:

linfa-svm = { git = "https://github.com/rust-ml/linfa.git", features = ["serde"], default-features = false }

Once the a new version is published on crates.io I will notify you here. By the way, there is no "sane" support for prediction in DBSCAN. (see for example here), so you have to predict your clusters each time anew.

from linfa.

bytesnake avatar bytesnake commented on July 30, 2024 1

oh and if you don't know about serde, two popular serialization backends are

  • bincode for binary encoding
  • serde-json for readable JSON encoding
    you have to add them before serialization into a string/byte buffer, but there are plenty of examples on the websites

from linfa.

bytesnake avatar bytesnake commented on July 30, 2024

there is no API for this yet, but it can be achieved with some special code. What algorithm do you want to export and load?

from linfa.

julama avatar julama commented on July 30, 2024

I want to export and load kmeans and dbscan. Later eventually also svm

from linfa.

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.