A python tutorial on bayesian modeling techniques (PyMC3)
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
A collection of analytics methods implemented with Python on Google Colab
A Python package for building Bayesian models with TensorFlow or PyTorch
Statistical Rethinking (2nd ed.) with NumPyro
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. David...
BAyesian Model-Building Interface (Bambi) in Python.
Bayesian inference in HSMMs and HMMs
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and ...
The "Python Machine Learning (1st edition)" book code repository and info resource
Basic utilities for Bayesian inference
Machine learning, in numpy
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Le...
Bayesian Data Analysis demos for Python