gamma_distribution.hpp File Reference
Include dependency graph for gamma_distribution.hpp:
This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes

class  GammaDistribution
 This class represents the Gamma distribution. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::distribution
 
Probability distributions.
 

Detailed Description

Author
Yannis Mentekidis
Rohan Raj

Implementation of a Gamma distribution of multidimensional data that fits gamma parameters (alpha, beta) to data. The fitting is done independently for each dataset dimension (row), based on the assumption each dimension is fully independent.

Based on "Estimating a Gamma Distribution" by Thomas P. Minka: research.microsoft.com/~minka/papers/minka-gamma.pdf

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file gamma_distribution.hpp.