Giter Club home page Giter Club logo

hmmdotnet's Introduction

HmmDotNet

This library implements Hidden Markov Model in C#(.NET).

In statistics module I have implemented following distributions :

  1. Discrete distribution
  2. Singlevariate Gaussian distribution
  3. Multivariate Gaussian distribution
  4. Mixture distribution with Multivariate Gaussian components

Also by implementing some basic interfaces distribution library maybe extended.

In machine learning library currently I have implemented following models :

  1. Gaussian Mixture Model (GMM)
  2. Hidden Markov Model (HMM) 1. Discrete emissions 2. Signlevariate Gaussian emissions 3. Multivariate Gaussian emissions 4. Nultivaruate Gaussian Mixture emissions

More information is found on project wiki https://github.com/lev4ik/HmmDotNet/wiki/_pages

hmmdotnet's People

Contributors

lev4ik avatar

Stargazers

 avatar Richard Harrison avatar mttt avatar Andrew Yeung avatar  avatar Francesco Saverio Zuppichini avatar Ian Madlenya avatar Frank Wilson avatar Frederic ARNAUDIES avatar  avatar

Watchers

James Cloos avatar  avatar Andrew Yeung avatar

Forkers

ianmadlenya xg86

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.