tarpan 0.1.1

A collection of tools for analysing cmdspanpy output, written in Python

Tools for cmdstanpy

This is a collection of functions for analysing output of cmdstanpy library, written in Python.

from tarpan.cmdstanpy import analyse

model = CmdStanModel(stan_file="your_model.stan")
fit = model.sample(data=your_data)
analyse(fit)  # Save summaries, traceplots and histograms

Tarpan's includes functions for making:

• traceplots of samples,

• text and plots of the summaries of model parameters,

• histograms of posterior distributions of parameters.

The only known illustration of a tarpan made from life, depicting a five month old colt (Borisov, 1841). Source: Wikimedia Commons.

Setup

pip install tarpan

🐴🐴🐴

This work is dedicated to Tarpan, an extinct subspecies of wild horse.

The unlicense

This work is in public domain.