Introduction to Distributions

Distributions is a statistical computing environment for Clojure. It uses Clojures protocols and multimethods to build a rich abstraction for interacting with and manipulating probability distributions, as well as extra functionality to make the lives of those working with probabilistic models little bit easier. Hopefully you will be pleased by some of the design choices that were made in building the distributions API.

Michael Lindon

Features

Idiomatic Clojure wrappers around Apache commons math distributions
Additional distributions not present in ACM
Truncated Distributions
Mixture Distributions
Location-Scale Distributions
Marginal Distributions
Posterior Distributions
Posterior Predictive Distributions
Sampling Algorithms
Gaussian Processes
Dirichlet Processes
Chinese Restaurant Process
Inhomogeneous Poisson Point Processes
Special Mathematical Functions

Installation with Leiningen

Add the following dependency in your project.clj file