statrethinking_winter2019
Bayesian tutorial
A repository of statistical modeling materials and resources for an R course on Bayesian inference
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
2k stars
174 watching
392 forks
last commit: over 5 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 rstudio-education/rstats-ed | A curated repository of resources and courses for learning R and teaching statistical analysis | 453 |
 amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
 pbiecek/biocoll2021 | An open-source tutorial project providing materials and datasets for teaching machine learning with R | 8 |
 rlabbe/thinkbayes | An interactive adaptation of Allen Downey's book on Bayesian statistics in Jupyter Notebooks | 396 |
 robinthibaut/skbel | A Python framework for Bayesian inference and regression using Gaussian processes. | 24 |
 camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,868 |
 stattag/amia-2019-spring-rr | A collection of resources and examples for conducting reproducible research in analysis, dissemination, and publication | 4 |
 michaelchughes/npbayeshmm | Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods. | 79 |
 rjt1990/pydata2016-sanfrancisco | An analysis of time series methods using PyFlux library and incorporating NFL prediction model. | 23 |
 resibots/chatzilygeroudis_2018_rte | Research on an algorithm to learn how robots recover from damage in simulations and real-world environments | 10 |
 mrke/nichemapr | An R implementation of biophysical modelling tools for species survival and ecology | 66 |
 doobwa/mcmc.jl | MCMC algorithms implemented in Julia for Bayesian modeling | 35 |
 matsonj/nba-monte-carlo | A Monte Carlo simulation of the NBA season leveraging dbt, duckdb and evidence.dev for data analytics and business intelligence | 461 |
 mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 331 |
 allendowney/thinkbayes | TeX-based book and tutorial project with accompanying source code and documentation | 1,653 |