cluhmann / DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC code
☆20Updated last year
Alternatives and similar repositories for DBDA-python:
Users that are interested in DBDA-python are comparing it to the libraries listed below
- Hidden Markov models in PyMC3☆99Updated 11 months ago
- Educational resources☆104Updated 3 years ago
- ☆11Updated 3 months ago
- Inference case studies in jupyter☆92Updated 6 years ago
- Bayesian Conjugate Models in Python☆25Updated this week
- bayes-toolbox☆93Updated 3 months ago
- Powerful add-ons for PyMC☆97Updated this week
- ☆72Updated 6 years ago
- ☆11Updated 2 years ago
- Exploring and eliciting probability distributions☆125Updated this week
- Markov Chain Monte Carlo Visualization Tools☆25Updated 2 weeks ago
- Kullback-Leibler projections for Bayesian model selection in Python☆32Updated last month
- ☆90Updated 4 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆83Updated 2 weeks ago
- In which I play with the ideas surrounding causality☆51Updated 2 years ago
- Bayesian Regression Models in Pyro☆71Updated 7 months ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆145Updated 8 months ago
- Formulas for mixed-effects models in Python☆58Updated last month
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆90Updated 6 months ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆57Updated 6 years ago
- Statistical Rethinking course in pymc3☆142Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆74Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆49Updated 3 months ago
- ☆103Updated this week
- Bayesian Bandits☆67Updated last year
- Figures and code examples from Bayesian Analysis with Python (third edition)☆180Updated last month
- A system for Bayesian estimation of state space models using PyMC☆34Updated last year
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated this week
- Repository containing the code of the projects presented in my personal website.☆40Updated 3 weeks ago