dustinstansbury / statistical-rethinking-2023
Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
☆134Updated 6 months ago
Alternatives and similar repositories for statistical-rethinking-2023:
Users that are interested in statistical-rethinking-2023 are comparing it to the libraries listed below
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆72Updated last year
- Educational resources☆104Updated 3 years ago
- Powerful add-ons for PyMC☆89Updated this week
- ☆100Updated this week
- bayes-toolbox☆93Updated last month
- Bayesian Conjugate Models in Python☆25Updated this week
- Python wrapper for nuts-rs☆131Updated this week
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆88Updated 3 years ago
- Exploring and eliciting probability distributions☆101Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆305Updated 3 weeks ago
- Hidden Markov models in PyMC3☆98Updated 9 months ago
- ☆72Updated 6 years ago
- Figures and code examples from Bayesian Analysis with Python (third edition)☆172Updated 2 months ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆90Updated 4 months ago
- The PyMC-Labs default project starter☆20Updated last month
- Statistical Rethinking (2nd ed.) with NumPyro☆450Updated 11 months ago
- ☆40Updated 2 years ago
- A resource list for causality in statistics, data science and physics☆257Updated 2 weeks ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆48Updated last month
- Lecture Notes on Statistical Inference☆75Updated 2 months ago
- ☆21Updated 3 months ago
- Probabilistic Programming and Bayesian Computing with PyMC☆21Updated 6 months ago
- ☆237Updated 6 years ago
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆72Updated this week
- Database with posteriors of interest for Bayesian inference☆185Updated 5 months ago
- Verty short course on evolutionary game theory☆173Updated 3 months ago
- Statistical Rethinking course in pymc3☆142Updated 4 years ago
- ☆509Updated 8 months ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆80Updated this week
- ☆69Updated last week