aloctavodia / Doing_bayesian_data_analysis
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
☆900Updated 3 years ago
Alternatives and similar repositories for Doing_bayesian_data_analysis:
Users that are interested in Doing_bayesian_data_analysis are comparing it to the libraries listed below
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆852Updated 4 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆679Updated 3 years ago
- Bayesian Data Analysis demos for Python☆1,012Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- Tutorial: Bayesian Statistical Analysis in Python☆318Updated 5 years ago
- Bayesian Analysis with Python (Second Edition)☆663Updated last year
- ☆240Updated 6 years ago
- PyStan, the Python interface to Stan☆926Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,153Updated 2 weeks ago
- my blog☆267Updated 2 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆664Updated 2 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆541Updated 2 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Updated 3 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆880Updated 4 years ago
- Render probabilistic graphical models using matplotlib☆678Updated last week
- PyMC educational resources☆2,005Updated 4 months ago
- ☆230Updated 3 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆351Updated 4 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆228Updated 4 years ago
- Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation☆414Updated 6 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆166Updated 4 years ago
- ☆520Updated 11 months ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆328Updated 4 years ago
- Bayesian Analysis with Python by Packt☆218Updated 2 years ago
- A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines☆459Updated last year
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,495Updated 8 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 8 years ago
- Bayesian Python: Bayesian inference tools for Python☆696Updated 6 months ago
- Python package for Bayesian Machine Learning with scikit-learn API☆517Updated 3 years ago
- Describing statistical models in Python using symbolic formulas☆966Updated last week