BayesianModelingandComputationInPython / BookCode_Edition1
☆504Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for BookCode_Edition1
- Examples of PyMC models, including a library of Jupyter notebooks.☆291Updated last month
- Statistical Rethinking (2nd ed.) with NumPyro☆449Updated 9 months ago
- Figures and code examples from Bayesian Analysis with Python (third edition)☆154Updated last week
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆269Updated 2 years ago
- PyMC educational resources☆1,964Updated 5 months ago
- ☆237Updated 6 years ago
- Bayesian Analysis with Python (Second Edition)☆649Updated last year
- BAyesian Model-Building Interface (Bambi) in Python.☆1,082Updated last week
- Bayesian Analysis with Python - Second Edition, published by Packt☆127Updated 3 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆122Updated 4 months ago
- A Python package for causal inference in quasi-experimental settings☆914Updated this week
- In which I put together my thoughts on the practice of data science.☆286Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆554Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆673Updated 3 years ago
- ☆230Updated 3 years ago
- legend☆197Updated last year
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆88Updated 3 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆835Updated 4 years ago
- Bayesian statistics graduate course☆340Updated 2 weeks ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆342Updated 4 months ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆658Updated 2 years ago
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆63Updated 5 months ago
- Time should be taken seer-iously☆311Updated last year
- A resource list for causality in statistics, data science and physics☆255Updated last month
- Bayesian Analysis with Python by Packt☆213Updated last year
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆155Updated 4 years ago
- ☆83Updated this week
- Statistical Rethinking course in pymc3☆142Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆892Updated 3 years ago
- A high-performance implementation of Wilkinson formulas for Python.☆345Updated this week