327 Open source projects that are alternatives of or similar to nway

This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.

Deep universal probabilistic programming with Python and PyTorch

PyMC3 educational resources

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

A resource list for causality in statistics, data science and physics

A high-level Bayesian analysis API written in Python

Python package for computing the Curie depth from the magnetic anomaly

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

ggplot2 extension for plotting distributions

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

Bayesian Data Analysis demos for Python

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Resources to learn more about Machine Learning and Artificial Intelligence

RStan, the R interface to Stan

solution of exercises of the book "probabilistic robotics"

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

How to do Bayesian statistical modelling using numpy and PyMC3

A collection of Bayesian data analysis recipes using PyMC3

Bayesian Data Analysis demos for R

Variational autoencoders for collaborative filtering

The bookdown version lives here: https://bookdown.org/content/3890

High-performance Bayesian Data Analysis on the GPU in Clojure

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

rstanarm R package for Bayesian applied regression modeling