dustinstansbury / statistical-rethinking-2023Links
Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
☆185Updated last year
Alternatives and similar repositories for statistical-rethinking-2023
Users that are interested in statistical-rethinking-2023 are comparing it to the libraries listed below
Sorting:
- Powerful add-ons for PyMC☆127Updated this week
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆73Updated 2 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆358Updated last week
- ☆134Updated this week
- Exploring and eliciting probability distributions☆160Updated 3 weeks ago
- bayes-toolbox☆93Updated 5 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Educational resources☆105Updated 4 years ago
- Bayesian Conjugate Models in Python☆33Updated last week
- Python wrapper for nuts-rs☆182Updated last week
- Hidden Markov models in PyMC3☆97Updated last year
- ☆555Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆465Updated 7 months ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆96Updated last year
- Figures and code examples from Bayesian Analysis with Python (third edition)☆223Updated 3 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- ☆73Updated 7 years ago
- A Beginner's Guide to Variational Inference☆18Updated 8 months ago
- Following along with Statistical Rethinking text on Bayesian modeling by McElreath☆68Updated 5 years ago
- Formulas for mixed-effects models in Python☆64Updated last week
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- In which I put together my thoughts on the practice of data science.☆303Updated 2 years ago
- Tool for exploring probability distributions.☆24Updated last year
- Markov Chain Monte Carlo Visualization Tools☆25Updated 5 months ago
- Statistical Rethinking course in pymc3☆144Updated 5 years ago
- ArviZ modular plotting☆19Updated this week
- Mastering Gaussian Processes with PyMC☆15Updated 4 months ago
- Generalized additive models in Python with a Bayesian twist☆78Updated 4 months ago
- ☆22Updated last year
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆122Updated 3 weeks ago