Popular GitHub Repositories for Pymc3

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pymc-learn: Practical probabilistic machine learning in Python

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Book: Practical Probabilistic Machine Learning in Python

Advance Time Series Analysis using Probabilistic Programming, Auto Regressive Neural Networks and XGBoost Regression.

Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. Davidson's Bayesian Methods for Hackers

Markov chain Monte Carlo and variational inference.