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greta (version 0.3.0)

Simple and Scalable Statistical Modelling in R

Description

Write statistical models in R and fit them by MCMC on CPUs and GPUs, using Google TensorFlow (see for more information).

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Install

install.packages('greta')

Monthly Downloads

808

Version

0.3.0

License

Apache License 2.0

Issues

175

Pull Requests

9

Stars

575

Forks

66

Maintainer

Nick Golding

Last Published

October 30th, 2018

Functions in greta (0.3.0)

extract-replace-combine

extract, replace and combine greta arrays
overloaded

Functions overloaded by greta
reexports

Objects exported from other packages
variable

create greta variables
inference

statistical inference on greta models
samplers

MCMC samplers
structures

create data greta arrays
joint

define joint distributions
mixture

mixtures of probability distributions
functions

functions for greta arrays
model

greta model objects
internals

internal greta methods
transforms

transformation functions for greta arrays
distribution

define a distribution over data
distributions

probability distributions
as_data

convert other objects to greta arrays
greta

greta: simple and scalable statistical modelling in R
calculate

calculate greta arrays given fixed values
operators

arithmetic, logical and relational operators for greta arrays
optimisers

optimisation methods