rrtucci / Bayesuvius
a visual dictionary of Bayesian Networks and Causal Inference.
☆82Updated this week
Related projects: ⓘ
- A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.☆106Updated 2 years ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆24Updated last year
- Materials Collection for Causal Inference☆37Updated last year
- python implementation of Peng Ding's "First Course in Causal Inference"☆133Updated 3 months ago
- Ancillaries for Algorithms for Decision Making☆81Updated 10 months ago
- Computational Statistics and Statistical Computing☆36Updated 3 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆78Updated 9 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆44Updated 7 months ago
- Interactive visualization of Gaussian processes☆162Updated last year
- Course material for the PhD course in Advanced Bayesian Learning☆55Updated last week
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆62Updated 3 months ago
- Bayesian inference and posterior analysis for Python☆41Updated 9 months ago
- Figures and code examples from Bayesian Analysis with Python (third edition)☆138Updated last month
- Page for the SML book☆48Updated 2 years ago
- Bayesian Learning course at Stockholm University☆144Updated 3 months ago
- Bayesian inference for a logistic regression model in various languages☆43Updated last year
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆74Updated last week
- PGM_PyLib: A Python Library for Inference and Learning of Probabilistic Graphical Models☆30Updated 3 years ago
- Causal Inference in Python☆36Updated last month
- Home for the book-in-progress 'Bayesian Learning'☆27Updated last week
- Ananke named for the Greek primordial goddess of necessity and causality, is a python package for causal inference using the language o…☆13Updated 4 years ago
- ☆42Updated last year
- Web page of Frank Nielsen☆23Updated 2 weeks ago
- Python package to compute conditional and non-conditional causal effects.☆31Updated 2 years ago
- Utilities for probabilistic ML☆31Updated last year
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆43Updated 8 months ago
- Educational resources☆98Updated 2 years ago
- Bayesian Causal Forests☆39Updated 4 months ago
- Active Bayesian Causal Inference (Neurips'22)☆46Updated last month
- Personal solutions to end-of-chapter questions☆13Updated 5 years ago