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.☆212Jun 25, 2024Updated 2 years ago
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆16Aug 31, 2023Updated 3 years ago
- Repo for the 2023 SciPy conference Tutorial session on VS Code for dev workflows☆13Jul 19, 2023Updated 3 years ago
- PyMC educational resources☆2,104Dec 23, 2024Updated last year
- Bookdown for Hands-On Spatial Data Science with R☆12Oct 25, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- IR-Tree Modeling in mirt, Mplus, or TAM☆12Nov 2, 2020Updated 5 years ago
- A library intended to simplify use of Bayesian statistics in psychology.☆14Jul 16, 2025Updated last year
- 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…☆52Aug 24, 2026Updated last week
- ☆80Aug 11, 2023Updated 3 years ago
- Data Visualization Workshop Materials☆19Oct 17, 2018Updated 7 years ago
- Recipes for cognitive modeling using Stan [work in progress]☆13Jun 23, 2026Updated 2 months ago
- 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.
- R package for fitting hierarchical multinomial processing tree (MPT) models☆13May 7, 2026Updated 3 months ago
- ☆23Jun 4, 2023Updated 3 years ago
- Radiocarbon calibration command line tool and Haskell module☆11Aug 7, 2026Updated 3 weeks ago
- Phitter is a python library for accurately fitting statistical distributions to datasets, offering intuitive usage, comprehensive visuali…☆37May 4, 2026Updated 3 months ago
- ☆579May 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A system for Bayesian estimation of state space models using PyMC☆36Jul 14, 2025Updated last year
- talks on running a lab☆18May 20, 2023Updated 3 years ago
- ☆22Jul 18, 2026Updated last month
- R interface to the South Florida Water Management District's DBHYDRO Database☆13Jan 30, 2024Updated 2 years ago
- ggdmc provides tools to conduct Bayesian inference on a range of choice response time models.☆19Jul 28, 2026Updated last month
- Euroleague and Eurocup Scrapper☆12Dec 8, 2022Updated 3 years ago
- Repositorio de la unidad 2 del curso INFO274: Simulación, Instituto de Informática, UACh☆10Dec 18, 2022Updated 3 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
- 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
- AI Agents on 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.
- 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
- Self-tuning HMC algorithms and evaluations☆18Oct 10, 2024Updated last year
- Contains the scripts, pre-trained networks, and data for our paper:☆19Aug 24, 2023Updated 3 years ago
- ☆19May 27, 2026Updated 3 months ago
- Introducción al modelado, inferencia y análisis de modelos Bayesianos☆31May 29, 2025Updated last year