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Top 83 bayesian open source projects

Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree (BART) components.

✭ 13

C++c Makefile r M4 Stan bart bayesian stan

BAS R package https://merliseclyde.github.io/BAS/

✭ 36

c r cran regression variable-selection model-selection bayesian r-package predictive-modeling mcmc

Reproducible Bayesian data analysis pipelines with targets and cmdstanr

✭ 31

r statistics high-performance-computing make rstats bayesian stan reproducibility targets rstats-package r-targetopia

DynamicHMCExamples.jl

Examples for Bayesian inference using DynamicHMC.jl and related packages.

✭ 33

Jupyter Notebook julia julia-language bayesian bayesian-inference mcmc bayesian-data-analysis julialang

awesome-agi-cocosci

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Mini stats toolkit for Clojure/Script

✭ 17

clojure machine-learning statistics math mathematics stats bayesian

LogDensityProblems.jl

A common framework for implementing and using log densities for inference.

✭ 26

julia bayesian-methods bayesian bayesian-inference mcmc bayesian-data-analysis

Hidden Markov models in PyMC3

✭ 81

python Makefile hmm bayesian pymc3 ffbs

BayesianSocialScience

사회과학자를 위한 데이터과학 방법론 (코드 저장소)

✭ 22

r data-science network bayesian textbook social-science change-point

Multi-core BUGS for fast Bayesian inference of large hierarchical models

✭ 28

shell C++c bayesian bayesian-inference bugs mcmc blackbox markov-chain-monte-carlo bayesian-hierarchical-models

Exploratory analysis of Bayesian models with Julia

✭ 67

MTfit code for Bayesian Moment Tensor Fitting

✭ 61

python cython shell seismology geophysics bayesian moment-tensor source-inversion double-couple fault-plane microseismic

Bayesian Generalized Linear Models with Time-Varying Coefficients

✭ 38

HTML C++r Stan time-series bayesian stan mcmc generalized-linear-models

Latent Dirichlet Allocation

✭ 23

go topic model topics inference bayesian lda mcmc gibbs topic-model

Bindings for Bayesian TidyModels

✭ 33

r bayesian stan brms tidymodels

Bayesian nonparametric models for python

✭ 17

python shell Batchfile topic-modeling data-analysis bayesian probabilistic-graphical-models

statistical-rethinking-solutions

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

✭ 60

r education bayesian bayesian-data-analysis bayesian-statistics

Bayesian spatial analysis

✭ 40

r Stan TeX modeling spatial public-health rstats bayesian epidemiology bayesian-inference stan r-package bayesian-statistics rspatial

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

✭ 58

python Makefile theano tensorflow minikanren pymc bayesian symbolic-computation symbolic-math relational-programming

binary.com-interview-question

The sample question for Interview a job in Binary options

statrethink course in pymc3

Statistical Rethinking course in pymc3

✭ 141

machine-learning statistics bayesian-methods bayesian bayesian-inference

Dropout BBalpha

Implementations of the ICML 2017 paper (with Yarin Gal)

✭ 40

python deep-learning bayesian bayesian-deep-learning approximate-inference

Materials of the Nordic Probabilistic AI School 2019.

✭ 127

Jupyter Notebook python bayesian probabilistic-models summer-school deep-generative-models probabilistic-machine-learning probabilistic-ai

61-83 of 83 bayesian projects