aloctavodia

Doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

BAP

Bayesian Analysis with Python (Second Edition)

BAP3

Figures and code examples from Bayesian Analysis with Python (third edition)

pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

awesome-bayes

List of resources for bayesian inference

resources

PyMC3 educational resources

aloctavodia.github.io

Personal website for Osvaldo Martin

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

density_estimation

This repository contains notebooks with different probability density function estimators.

Intro_Python

Introducción rápida a Python y librerías numéricas y de análisis de datos

plant_and_soil

preliz

Tools to help you pick a prior

Theano-PyMC

Theano-PyMC is a fork of the Theano library maintained by the PyMC developers

arviz_example_data

Codes to generate ArviZ InferenceData examples

arviz_misc

Various odds and ends that don't quite fit well anywhere else

arviz_resources

Educational resources related to ArviZ

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

bomeba0

yet another repository

formulae

An attempt to parse model formulas and do cool stuff with them in Python

gsoc

Numfocus Google Summer of Code Materials

kulprit

Kullback-Leibler projections for Bayesian model selection in Generalised Linear Models

LFO-CV-paper

paper

pymc4

Pre-release development of high-level probabilistic programming interface for TensorFlow

pytensor

PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

resources-1

Educational resources

talks

Talks

TallerArgentinoCC.github.io

xarray-einstats

Stats, linear algebra and einops for xarray