ecotner / statistical-rethinking
Following along with Statistical Rethinking text on Bayesian modeling by McElreath
☆62Updated 4 years ago
Alternatives and similar repositories for statistical-rethinking
Users that are interested in statistical-rethinking are comparing it to the libraries listed below
Sorting:
- Tutorials and sampling algorithm comparisons☆75Updated this week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆156Updated 10 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆457Updated last week
- Educational resources☆104Updated 3 years ago
- ☆41Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆271Updated 3 years ago
- ☆111Updated this week
- Hidden Markov models in PyMC3☆99Updated last year
- Powerful add-ons for PyMC☆101Updated this week
- Exploring and eliciting probability distributions☆134Updated this week
- Advanced LTCC course in StatisticsThis course will provide an overview of Monte Carlo methods when used for problems in Statistics. After…☆26Updated 2 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆151Updated 2 years ago
- A library for bayesian variable selection☆28Updated 3 months ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated this week
- Examples of PyMC models, including a library of Jupyter notebooks.☆322Updated last week
- Structural Time Series in JAX☆190Updated last year
- A statistical toolkit for scientific discovery using machine learning☆76Updated 10 months ago
- Python wrapper for nuts-rs☆144Updated this week
- Public dataset repository for the Causal Chamber Project☆35Updated 2 weeks ago
- Computational statistics and machine learning reading group at Imperial College London (2019-2020)☆24Updated 2 months ago
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- ☆17Updated 2 years ago
- Statistical Rethinking with PyTorch and Pyro☆163Updated last week
- Bayesian Regression Models in Pyro☆72Updated 9 months ago
- Materials of the Nordic Probabilistic AI School 2023.☆91Updated last year
- A resource list for causality in statistics, data science and physics☆264Updated 3 weeks ago
- Bayesian Conjugate Models in Python☆25Updated this week
- Materials of the Nordic Probabilistic AI School 2022.☆178Updated 2 years ago