Learn R Programming

IsingSampler (version 0.5.0)

Sampling Methods and Distribution Functions for the Ising Model

Description

Sample states from the Ising model and compute the probability of states. Sampling can be done for any number of nodes, but due to the intractability of the Ising model the distribution can only be computed up to roughly 10 nodes. The Blume-Capel model, an Ising model with an additional on-site quadratic (crystal-field) term, is also supported.

Copy Link

Version

Install

install.packages('IsingSampler')

Monthly Downloads

3,605

Version

0.5.0

License

GPL-2

Issues

0

Pull Requests

0

Stars

5

Forks

3

Maintainer

Sacha Epskamp

Last Published

July 16th, 2026

Functions in IsingSampler (0.5.0)

IsingLikelihood

Likelihood of all states from tractible Ising model.
IsingStateProb

Likelihood of single state from tractible Ising model.
IsingEntropy

Entropy of the Ising Model
LinTransform

Transform parameters for linear transformations on response catagories
IsingSampler-package

Sampling methods and distribution functions for the Ising model
IsingSampler

Sample states from the Ising model
IsingSumLikelihood

Likelihood of sumscores from tractible Ising model.
EstimateIsing

non-regularized estimation methods for the Ising Model
BlumeCapelSampler

Sample states from the Blume-Capel model
IsingPL

Pseudo-likelihood
NodeInformation

Mutual information between each node and the rest of the network