Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
☆74Sep 1, 2023Updated 3 years ago
Alternatives and similar repositories for Statistical-Rethinking-2023-Python-Notes
Users that are interested in Statistical-Rethinking-2023-Python-Notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆212Jun 25, 2024Updated 2 years ago
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆16Aug 31, 2023Updated 3 years ago
- PyMC educational resources☆2,106Dec 23, 2024Updated last year
- Bookdown for Hands-On Spatial Data Science with R☆12Oct 25, 2023Updated 2 years ago
- IR-Tree Modeling in mirt, Mplus, or TAM☆12Nov 2, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A library intended to simplify use of Bayesian statistics in psychology.☆14Jul 16, 2025Updated last year
- This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.☆32May 19, 2026Updated 4 months ago
- Code and data for Zhang, Lengersdorff et al. (2020)☆25Aug 20, 2020Updated 6 years ago
- Multinomial-Processing-Tree Modeling: Basic Methods and Recent Advances☆14Apr 10, 2025Updated last year
- Stan + cmdstanr recoding of Bayesian Cognitive Modeling☆12Jan 24, 2023Updated 3 years ago
- Fast Bayesian Inference in Python. 50+ conjugate models with vectorized updates, sufficient statistic helpers, built-in plotting, and Sci…☆52Updated this week
- ☆80Aug 11, 2023Updated 3 years ago
- Data Visualization Workshop Materials☆19Oct 17, 2018Updated 7 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆473May 4, 2025Updated last year
- 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.
- Recipes for cognitive modeling using Stan [work in progress]☆13Jun 23, 2026Updated 2 months ago
- Phitter is a python library for accurately fitting statistical distributions to datasets, offering intuitive usage, comprehensive visuali…☆37May 4, 2026Updated 4 months ago
- ☆32Nov 5, 2023Updated 2 years ago
- ☆581May 14, 2024Updated 2 years ago
- ☆14Mar 15, 2019Updated 7 years ago
- Web APIs with R☆24Oct 23, 2025Updated 10 months ago
- Presented at Scipy Conference 2019☆129Mar 22, 2020Updated 6 years ago
- CHaRTr: An R toolbox for modeling Choices and Response Times in decision-making tasks☆17Feb 15, 2022Updated 4 years ago
- A system for Bayesian estimation of state space models using PyMC☆36Jul 14, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Quarto reveal.js template extension.☆15Sep 7, 2026Updated last week
- ☆15Dec 23, 2024Updated last year
- talks on running a lab☆18May 20, 2023Updated 3 years ago
- Load American Community Survey data from the U.S. Census Bureau API into Stata☆15May 15, 2026Updated 4 months ago
- ☆22Jul 18, 2026Updated 2 months ago
- BoostDiff - Inference of differential networks from gene expression data☆14Jan 11, 2024Updated 2 years ago
- Causal-inference oriented doctoral econometrics course at UO☆19Jun 14, 2023Updated 3 years ago
- A simple interface for solving systems of equations☆12Jun 29, 2022Updated 4 years ago
- ggdmc provides tools to conduct Bayesian inference on a range of choice response time models.☆19Jul 28, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)☆98May 18, 2024Updated 2 years ago
- Euroleague and Eurocup Scrapper☆12Dec 8, 2022Updated 3 years ago
- Code to implement the network histogram (Olhede and Wolfe, arXiv:1312.5306)☆11Sep 23, 2014Updated 11 years ago
- A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker☆11May 21, 2019Updated 7 years ago
- Website for the 2021-2022 Caltech class Bi/BE/CS 183: Introduction to Computational Biology and Bioinformatics☆10Mar 11, 2022Updated 4 years ago
- Illustration of counterfactual inference following Ferenc Huszar example☆13Aug 15, 2025Updated last year
- Repository for the online book "Guide to Effect Sizes and Confidence Intervals"☆20Jan 16, 2024Updated 2 years ago