A tool-box for prior elicitation.
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Updated
Sep 13, 2024 - Python
A tool-box for prior elicitation.
Python tools for Bayesian data analysis
Efficient grid-based evaluation of probability distributions
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
Your Probabilistic Modeling Copilot
"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)
Nested sampling of pyspeckit models with PyMultiNest.
Simple python code for a frequency box visualization of bayes rule for test errors, for teaching mainly
An implementation of the Bayesian Generalized Lomb Scargle periodogram as described by Mortier et al. 2015
Undermining the integrity of an office prediction contest
classifier of programming languages
Exercise repo for Bayesian Statistical Inference courses at University of Eastern Finland.
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Projects from the Course on "Algorithms for Data guided Business Intelligence"
Short overview of Bayesian Analysis
code to produce the results in McCourt & Madigan (2015)
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
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