pymc-devs / pymc-examplesLinks
Examples of PyMC models, including a library of Jupyter notebooks.
☆347Updated last month
Alternatives and similar repositories for pymc-examples
Users that are interested in pymc-examples are comparing it to the libraries listed below
Sorting:
- Powerful add-ons for PyMC☆116Updated this week
- ☆122Updated this week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆179Updated last year
- Exploring and eliciting probability distributions☆152Updated last week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆356Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆461Updated 4 months ago
- Python wrapper for nuts-rs☆175Updated last week
- ☆548Updated last year
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- ☆240Updated 7 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,198Updated this week
- Functional Data Analysis Python package☆334Updated 2 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Bayesian Additive Regression Trees For Python☆232Updated last year
- Hidden Markov models in PyMC3☆99Updated last year
- A resource list for causality in statistics, data science and physics☆266Updated 2 months ago
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆178Updated 2 weeks ago
- ☆232Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆672Updated 2 years ago
- A Python package for causal inference in quasi-experimental settings☆1,037Updated this week
- bayes-toolbox☆93Updated 3 months ago
- High performance Python GLMs with all the features!☆357Updated 3 weeks ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Figures and code examples from Bayesian Analysis with Python (third edition)☆211Updated last month
- ☆21Updated last year
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆160Updated 5 years ago
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 4 years ago
- Time should be taken seer-iously☆317Updated 2 years ago
- A high-performance implementation of Wilkinson formulas for Python.☆416Updated last week
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago