A collection of tools for analysing cmdspanpy output, written in Python
Project description
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:
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traceplots of samples,
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text and plots of the summaries of model parameters,
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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.
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