aloctavodia / Statistical-Rethinking-with-Python-and-PyMC3Links
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
☆854Updated 5 years ago
Alternatives and similar repositories for Statistical-Rethinking-with-Python-and-PyMC3
Users that are interested in Statistical-Rethinking-with-Python-and-PyMC3 are comparing it to the libraries listed below
Sorting:
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Updated 3 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆682Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- PyMC educational resources☆2,017Updated 6 months ago
- Bayesian Analysis with Python (Second Edition)☆666Updated last year
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Bayesian Data Analysis demos for Python☆1,017Updated last year
- How to do Bayesian statistical modelling using numpy and PyMC3☆667Updated 2 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,171Updated last week
- Tutorial: Bayesian Statistical Analysis in Python☆319Updated 6 years ago
- PyStan, the Python interface to Stan☆927Updated 4 years ago
- ☆240Updated 6 years ago
- ☆231Updated 3 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆353Updated 4 years ago
- my blog☆268Updated 3 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆543Updated 2 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Render probabilistic graphical models using matplotlib☆680Updated this week
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- Statistical Rethinking course and book package☆2,263Updated 10 months ago
- ☆158Updated 2 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆877Updated 4 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,021Updated 5 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆168Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆458Updated last month
- Example models for Stan☆784Updated last month
- Exploratory analysis of Bayesian models with Python☆1,698Updated 3 weeks ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆159Updated 5 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 9 years ago