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Kalman And Bayesian Filters In Python ⭐ 15,017

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Bda_course_aalto ⭐ 2,099

Bayesian Data Analysis course at Aalto

Doing_bayesian_data_analysis ⭐ 799

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

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

Bayesian Analysis with Python (Second Edition)

Bayesian Analysis With Python ⭐ 201

Bayesian Analysis with Python by Packt

Rethinking Pyro ⭐ 90

Statistical Rethinking with PyTorch and Pyro

Bayesian Analysis With Python Second Edition ⭐ 64

Bayesian Analysis with Python - Second Edition, published by Packt

Bayesdataanalysiswithpymc ⭐ 64

Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"

Bayes Workflow Book ⭐ 51

Source files for the book "Bayesian Workflow Using Stan"

Causality ⭐ 35

In which I play with the ideas surrounding causality

Statistical Rethinking Solutions ⭐ 26

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

Variational Bayes Book ⭐ 26

Open access book on variational Bayesian methods written collaboratively

Doing Bayesian Data Analysis Gpu Opencl ⭐ 19

Doing Bayesian Data Analysis book examples with Bayadera (Clojure + GPU)

Bdaecology ⭐ 13

Bayesian Data Analysis in Ecology with R, BUGS, and Stan

Statistical Rethinking Notes ⭐ 9

Stan Book ⭐ 6

Repository for book "Bayesian Statistics Using Stan", text files in Rmarkdown, plus example data, Stan models, and scripts

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