pystan topic
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...
orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
mmm_stan
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
arm
My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill
Statistical-Modeling-Examples
Basic statistical modelling examples.
phylostan
Phylogenetic inference using Stan
vistan
A simple library to run variational inference on Stan models.
BayesianMMM
(ml) - python implementation of bayesian media mix modelling with shape and carryover effect