Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
☆210Jun 25, 2024Updated 2 years 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆73Sep 1, 2023Updated 2 years ago
- Powerful add-ons for PyMC☆142Updated this week
- Book Chapter Drafts☆40Jun 17, 2026Updated last month
- A system for Bayesian estimation of state space models using PyMC☆36Jul 14, 2025Updated last year
- Python wrapper for nuts-rs☆204Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Nov 6, 2024Updated last year
- Mastering Gaussian Processes with PyMC☆17Aug 18, 2025Updated 11 months ago
- A Python package for causal inference in quasi-experimental settings☆1,163Updated this week
- PyMC educational resources☆2,097Dec 23, 2024Updated last year
- Port of Statistical Rethinking (2nd edition) code to Julia☆138May 22, 2022Updated 4 years ago
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆25Oct 30, 2021Updated 4 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆392Jul 9, 2026Updated 2 weeks ago
- Introducción al modelado, inferencia y análisis de modelos Bayesianos☆31May 29, 2025Updated last year
- ArviZ modular plotting☆21Jul 20, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Exploring and eliciting probability distributions☆171Jul 7, 2026Updated 3 weeks ago
- Statistical Rethinking Course for Jan-Mar 2023☆2,382Nov 28, 2023Updated 2 years ago
- Formulas for mixed-effects models in Python☆67Feb 9, 2026Updated 5 months ago
- Statistical Rethinking (2nd ed.) with NumPyro☆473May 4, 2025Updated last year
- A curated list of resources for learning Gaussian Processes☆41Jul 18, 2021Updated 5 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated last year
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆15Aug 31, 2023Updated 2 years ago
- A set of skills to call your agent Bayes. Thomas Bayes.☆155Jul 12, 2026Updated 2 weeks ago
- ☆1,806Mar 8, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Simulation based calibration and generation of synthetic data.☆60Jul 13, 2026Updated 2 weeks ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆876Jun 15, 2020Updated 6 years ago
- ☆154Updated this week
- ☆24Nov 23, 2023Updated 2 years ago
- Fast Bayesian A/B and Multivariate testing.☆36Dec 27, 2022Updated 3 years ago
- A Beginner's Guide to Variational Inference☆20Apr 19, 2025Updated last year
- Developing Hierarchical Models for Sports Analytics☆21Feb 8, 2025Updated last year
- Port of numpyro_forecast☆28Jul 18, 2026Updated last week
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Feb 13, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- SportyPy: Probabilistic Modeling for Sports Analytics☆18Dec 15, 2025Updated 7 months ago
- matplotlib mesh surface plotter☆30Jul 25, 2025Updated last year
- Fast estimation of immigration, birth and death rates from large datasets using reversible jump MCMC☆13May 10, 2026Updated 2 months ago
- Kullback-Leibler projections for Bayesian model selection in Python☆47Jul 17, 2026Updated last week
- The neural basis of intelligence in fine-grained cortical topographies☆10Mar 23, 2021Updated 5 years ago
- A collection of scientific posters (with sources) made with Pages or ComicLife☆39Jul 23, 2023Updated 3 years ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14May 1, 2026Updated 2 months ago