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Test out GIRTH and GIRTH_MCMC in a docker container

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GIRTH in a JupyterLab Container

This container is for testing out GIRTH and GIRTH_MCMC in a JupyterLab environment. It runs a bit slower than bare-metal installation but still allows anyone to test out Item Response Theory.

Notebooks

A collection of notebooks is included in the notebooks directory. These notebooks are found in the container, or you can add them to your local Jupyter installation.

GIRTH_Examples.ipynb

Examples of the MML Methods

GIRTH_MCMC_Examples.ipynb

Examples of the Markov Chain Monte Carlo Methods

Latent_Trait_Estimation.ipynb

Estimate the latent trait distribution using the MML methods. Useful for when you believe the underlying population distribution is not normally distributed.

Installation

A docker image can be found at DockerHub, or build your own.

Build

docker build --rm -t girth-examples .

Run

docker run -it --init --rm -p8080:8080 girth-examples

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Test out GIRTH and GIRTH_MCMC in a docker container

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