cluhmann / DBDA-pythonLinks
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC code
☆28Updated 2 years ago
Alternatives and similar repositories for DBDA-python
Users that are interested in DBDA-python are comparing it to the libraries listed below
Sorting:
- Hidden Markov models in PyMC3☆96Updated last year
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated 3 weeks ago
- ☆134Updated last week
- Powerful add-ons for PyMC☆132Updated this week
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆75Updated 2 years ago
- ☆73Updated 7 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆193Updated last year
- bayes-toolbox☆93Updated 6 months ago
- Educational resources☆105Updated 4 years ago
- Exploring and eliciting probability distributions☆162Updated last month
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆89Updated 2 weeks ago
- A Beginner's Guide to Variational Inference☆18Updated 9 months ago
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 10 months ago
- Inference case studies in jupyter☆93Updated 7 years ago
- Bayesian Conjugate Models in Python☆37Updated this week
- A system for Bayesian estimation of state space models using PyMC☆36Updated 6 months ago
- HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).☆298Updated last year
- Resource Guide for learning how to simulate and model Reinforcement Learning☆32Updated 5 years ago
- Bayesian Regression Models in Pyro☆74Updated last year
- Development of HSSM package☆109Updated this week
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆274Updated 4 years ago
- Automatically exported from code.google.com/p/py-smc2☆14Updated 10 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆57Updated 8 months ago
- ArviZ modular plotting☆19Updated this week
- Formulas for mixed-effects models in Python☆64Updated 2 weeks ago
- Code for a seminar talk at University of Leicester, UK☆27Updated 4 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆363Updated 2 weeks ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆84Updated last year
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- Pythonic interface to R's brms☆45Updated 3 years ago