pymc3 topic
bayesian-modeling
Case studies with Bayesian methods
advanced-statistics
Source code for the module "Advanced Statistics" 📊
distribution-cheatsheet
📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
pymc-stochastic-process
Bayesian Inference and parameter estimation in quant finance.
covid19-dashboard
A site that displays up to date COVID-19 stats, powered by fastpages.
DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
pymc3_vs_pystan
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDy...
BAP
Bayesian Analysis with Python (Second Edition)