t-Student-Mixture-Models

• This module allows you to model data by a mixture of t-Student distributions, estimating the parameters with Expectation-Maximisation.
• Implementation of the paper: ‘Robust mixture modelling using the t distribution’, D. Peel and G. J. McLachlan.
• This code has been produced during my PhD at University College London under the supervision of Prof. Sebastien Ourselin and Dr. Tom Vercauteren.
• Compatible with Python 2.7 and Python 3.

Contents:

• t-Student-Mixture-Models
• Dependencies
• Install
• Usage
• Tests
• Coverage
• Author
• License
• src
  • smm package

Indices and tables

• Index
• Module Index
• Search Page