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 2 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.☆205Jun 25, 2024Updated last year
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆15Aug 31, 2023Updated 2 years ago
- Tiny framework for solving constraint satisfaction problems (CSP) with discrete and finite domains. This is a Scala-based port of the ori…☆10May 13, 2016Updated 10 years ago
- Repo for the 2023 SciPy conference Tutorial session on VS Code for dev workflows☆13Jul 19, 2023Updated 2 years ago
- PyMC educational resources☆2,097Dec 23, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fast Bayesian Inference in Python. 50+ conjugate models with vectorized updates, sufficient statistic helpers, built-in plotting, and Sci…☆52Jun 1, 2026Updated last week
- IR-Tree Modeling in mirt, Mplus, or TAM☆12Nov 2, 2020Updated 5 years ago
- This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.☆32May 19, 2026Updated 3 weeks ago
- Code and data for Zhang, Lengersdorff et al. (2020)☆25Aug 20, 2020Updated 5 years ago
- Multinomial-Processing-Tree Modeling: Basic Methods and Recent Advances☆14Apr 10, 2025Updated last year
- ☆80Aug 11, 2023Updated 2 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆470May 4, 2025Updated last year
- Recipes for cognitive modeling using Stan [work in progress]☆13Apr 8, 2026Updated 2 months ago
- A library intended to simplify use of Bayesian statistics in psychology.☆14Jul 16, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Phitter is a python library for accurately fitting statistical distributions to datasets, offering intuitive usage, comprehensive visuali…☆34May 4, 2026Updated last month
- ☆32Nov 5, 2023Updated 2 years ago
- Data Visualization Workshop Materials☆19Oct 17, 2018Updated 7 years ago
- Radiocarbon calibration command line tool and Haskell module☆11Updated this week
- ☆573May 14, 2024Updated 2 years ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 6 years ago
- ☆14Mar 15, 2019Updated 7 years ago
- Web APIs with R☆24Oct 23, 2025Updated 7 months ago
- A system for Bayesian estimation of state space models using PyMC☆36Jul 14, 2025Updated 10 months 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.
- CHaRTr: An R toolbox for modeling Choices and Response Times in decision-making tasks☆17Feb 15, 2022Updated 4 years ago
- ☆15Dec 23, 2024Updated last year
- talks on running a lab☆18May 20, 2023Updated 3 years ago
- Quarto reveal.js template extension.☆15Apr 23, 2026Updated last month
- Causal-inference oriented doctoral econometrics course at UO☆18Jun 14, 2023Updated 2 years ago
- ggdmc provides tools to conduct Bayesian inference on a range of choice response time models.☆19Oct 29, 2025Updated 7 months ago
- A simple python library to identify the most likely strain from the population☆10Jan 11, 2024Updated 2 years ago
- This folder contains all the material to be used in the FLUX 2021 Model-free and Model-based computational workshop☆18Sep 20, 2021Updated 4 years ago
- A Bayesian testing framework written in Python.☆94Feb 10, 2015Updated 11 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.
- Code to implement the network histogram (Olhede and Wolfe, arXiv:1312.5306)☆11Sep 23, 2014Updated 11 years ago
- Implementation of Shahryar Minhas, Peter Hoff, and Mike Ward's AMEN models for network data in stan☆16Nov 1, 2021Updated 4 years ago
- Repositorio de la unidad 2 del curso INFO274: Simulación, Instituto de Informática, UACh☆10Dec 18, 2022Updated 3 years ago
- Development of HSSM package☆114Jun 3, 2026Updated last week
- Flask Charts - Flask-RestX and Charts.JS | AppSeed☆12Nov 25, 2022Updated 3 years ago
- Self-tuning HMC algorithms and evaluations☆18Oct 10, 2024Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Jun 10, 2024Updated 2 years ago