JWarmenhoven / DBDA-pythonLinks
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
☆687Updated 4 years ago
Alternatives and similar repositories for DBDA-python
Users that are interested in DBDA-python 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☆905Updated 4 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆670Updated 3 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆868Updated 5 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆563Updated last year
- Bayesian Analysis with Python (Second Edition)☆672Updated 2 years ago
- Bayesian Data Analysis demos for Python☆1,024Updated 2 weeks ago
- PyMC educational resources☆2,029Updated 9 months ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆356Updated 4 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆320Updated 6 years ago
- ☆240Updated 7 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆169Updated 4 years ago
- ☆232Updated 3 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆547Updated 2 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆160Updated 5 years ago
- Bayesian Analysis with Python by Packt☆220Updated 2 years ago
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- ☆548Updated last year
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 4 years ago
- my blog☆268Updated 3 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,198Updated last week
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆280Updated 8 years ago
- Jupyter Notebooks derived from Allen Downey's book Think Bayes.☆395Updated 9 years ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆880Updated 3 years ago
- Code for a workshop on statistical interference using computational methods in Python.☆226Updated 4 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 5 years ago
- Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.☆106Updated 7 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆134Updated 4 years ago
- An introduction to network analysis and applied graph theory using Python and NetworkX☆1,082Updated 2 weeks ago