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19 search results found

Bda_py_demos ⭐ 851

Bayesian Data Analysis demos for Python

Statistical Rethinking With Python And Pymc3 ⭐ 674

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

Glmm In Python ⭐ 114

Generalized linear mixed-effect model in Python

Survivalstan ⭐ 96

Library of Stan Models for Survival Analysis

Bayes Workflow Book ⭐ 51

Source files for the book "Bayesian Workflow Using Stan"

Stan_workshop_2016 ⭐ 49

Bayesian Modeling using Stan in R (May/June 2016)

Mmm_stan ⭐ 39

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

Tensorflow Probability 100days ⭐ 26

100 Days of Experimenting with TensorFlow Probability

Embracinguncertainty ⭐ 24

Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"

Turingbnpbenchmarks ⭐ 22

Benchmarks of Bayesian Nonparametric models in Turing and other PPLs

Pystan_time_series ⭐ 17

Basic time series modeling with Stan and Pystan

Pythonpyrobook ⭐ 16

『StanとRでベイズ統計モデリング』のPython/Pyroによる再現実装

Teaching Stan Hierarchical Modelling ⭐ 15

Jupyter notebooks for teaching hierarchical Bayesian modelling with Stan

Seir Covid19 ⭐ 12

Notebooks ⭐ 12

Collection of (unfinished) notebooks

Stanmagic ⭐ 10

Stan Jupyter Magic

Pythonic interface to R's brms

Probablytensorflow ⭐ 9

A tutorial on Bayesian Inference with Tensorflow Probability

Pydatabratislava ⭐ 8

All the documents for PyDataBratislava

Time Series Analysis ⭐ 6

Times Series Analysis with various examples

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