Giter Club home page Giter Club logo

ibelief_python's Introduction

iBelief_python

A python module for calculation in Dempster-Shafer theory

Functions

This module includes calculation methods in DST. Following major fonctions are included for the moment:

  1. Fast Mobius Transformation (FMT) on mass functions (Philippe Smet's version)
  2. Main stream combination rules over mass functions
  3. Conflict & Distance calculation between mass functions
  4. DST-based machine learning rules:
  • Evidential c-means It is currently maintained by a several members in team CPSS of Hainan University.

Dependency

Code is valid only on python 3. The calculation is implemented with matrix calculation, depending on numpy, scipy, matplotlib

Source code

You can check the latest sources with the command: git clone https://github.com/jusdesoja/iBelief_python.git

Citation

If you use scikit-learn in a scientific publication, we would appreciate citations:

ibelief_python's People

Contributors

jusdesoja avatar

Stargazers

leo avatar  avatar

Watchers

James Cloos avatar  avatar

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.