kpjmcg / Statistical-Rethinking-2023-Python-NotesLinks
Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
☆72Updated last year
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
Sorting:
- Educational resources☆104Updated 3 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆157Updated 11 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Bayesian Conjugate Models in Python☆29Updated last week
- Powerful add-ons for PyMC☆102Updated this week
- ☆112Updated this week
- bayes-toolbox☆92Updated this week
- Lecture Notes on Statistical Inference☆76Updated 7 months ago
- Gaussian Process Model Building Interface☆50Updated 2 months ago
- ☆70Updated 2 weeks ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆93Updated 9 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 2 weeks ago
- ☆41Updated 3 years ago
- Exploring and eliciting probability distributions☆137Updated last week
- Markov Chain Monte Carlo Visualization Tools☆25Updated last month
- Tool for exploring probability distributions.☆23Updated 5 months ago
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.☆114Updated 3 years ago
- Public code & notebooks accompanying our blog posts & YouTube tutorials (https://www.youtube.com/c/PyMCLabs)☆24Updated 6 months ago
- PyData London 2022 Tutorial☆66Updated 2 years ago
- Python wrapper for nuts-rs☆147Updated this week
- ☆130Updated 2 months ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated 3 months ago
- Hidden Markov models in PyMC3☆99Updated last year
- ☆18Updated 2 years ago
- This repository contains slides from some of the classes I have taught in my career. The repository will be updated from time to time. I…☆33Updated 3 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Forecasting 🇫🇷 elections with Bayesian statistics 🥳☆42Updated 3 years ago
- Website: Data Umbrella & PyMC open source sessions☆26Updated last year
- A system for Bayesian estimation of state space models using PyMC☆33Updated last year