Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
☆195Jun 25, 2024Updated 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. 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…☆74Sep 1, 2023Updated 2 years ago
- Markov Chain Monte Carlo Visualization Tools☆25Jan 15, 2026Updated 2 months ago
- Powerful add-ons for PyMC☆136Mar 23, 2026Updated last week
- A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo sampling☆11Feb 8, 2025Updated last year
- A system for Bayesian estimation of state space models using PyMC☆36Jul 14, 2025Updated 8 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆12Nov 6, 2024Updated last year
- Mastering Gaussian Processes with PyMC☆18Aug 18, 2025Updated 7 months ago
- A Python package for causal inference in quasi-experimental settings☆1,131Mar 23, 2026Updated last week
- PyMC educational resources☆2,082Dec 23, 2024Updated last year
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆25Oct 30, 2021Updated 4 years ago
- Port of Statistical Rethinking (2nd edition) code to Julia☆137May 22, 2022Updated 3 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆377Mar 5, 2026Updated 3 weeks ago
- A collection of tools for working with DSGE models in python, inspired by the R package gEcon☆36Updated this week
- BAyesian Model-Building Interface (Bambi) in Python.☆1,250Mar 17, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 5 years ago
- Introducción al modelado, inferencia y análisis de modelos Bayesianos☆31May 29, 2025Updated 10 months ago
- Exploring and eliciting probability distributions☆162Mar 2, 2026Updated 3 weeks ago
- Statistical Rethinking Course for Jan-Mar 2023☆2,374Nov 28, 2023Updated 2 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆468May 4, 2025Updated 10 months ago
- Formulas for mixed-effects models in Python☆64Feb 9, 2026Updated last month
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆15Aug 31, 2023Updated 2 years ago
- ☆1,759Mar 8, 2024Updated 2 years ago
- Python wrapper for nuts-rs☆192Mar 23, 2026Updated last week
- 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.
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 9 months ago
- A Beginner's Guide to State Space Modeling☆29Nov 25, 2025Updated 4 months ago
- Fast Bayesian A/B and Multivariate testing.☆36Dec 27, 2022Updated 3 years ago
- ☆23Nov 23, 2023Updated 2 years ago
- Exploratory analysis of Bayesian models with Julia☆110Updated this week
- Analyze and model weekly calendar distributions using latent components☆21Mar 23, 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
- A backend for storing MCMC draws.☆22Jan 27, 2026Updated 2 months ago
- A simple and reproducible way of using fonts in matplotlib☆82Mar 22, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Developing Hierarchical Models for Sports Analytics☆21Feb 8, 2025Updated last year
- Kullback-Leibler projections for Bayesian model selection in Python☆42Updated this week
- The neural basis of intelligence in fine-grained cortical topographies☆11Mar 23, 2021Updated 5 years ago
- A collection of scientific posters (with sources) made with Pages or ComicLife☆38Jul 23, 2023Updated 2 years ago
- matplotlib mesh surface plotter☆30Jul 25, 2025Updated 8 months ago
- This contains notebooks and scripts used to support my writing in WILMOTT Magazine.☆17May 9, 2024Updated last year
- ☆566May 14, 2024Updated last year