rebayes-mini

BayesGLM

convenient python functions for bayesian GLMs (using Stan / PyStan)

BDA_py_demos

Bayesian Data Analysis demos for Python

Bayesian-Modelling-in-Python

A python tutorial on bayesian modeling techniques (PyMC3)

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Le...

count_based_exploration_sr

pybasicbayes

Basic utilities for Bayesian inference

glmutility

Build GLMs in Python with ease!

pygbm

Experimental Gradient Boosting Machines in Python with numba.

pysgmcmc

Bayesian Deep Learning with Stochastic Gradient MCMC Methods

bayes

Neat Bayesian machine learning examples

Follow-the-Ridge

Minimax Optimization, Stackelberg Games, Generative Adversarial Networks

bayes_mxne

Mixed-norms and Hierarchical Bayesian models for the M/EEG inverse problem

probabilistic-programming-and-bayesian-with-PyMC3

Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. David...

pymc_bayes_factor

Compute Bayes Factor for PyMC model selection

conjugate-gradient-sparse-gp

Fast Convergence of Conjugate Gradients in Sparse Gaussian Processes