mattiasvillani / BayesLearnCourseLinks
Bayesian Learning course at Stockholm University
☆153Updated last year
Alternatives and similar repositories for BayesLearnCourse
Users that are interested in BayesLearnCourse are comparing it to the libraries listed below
Sorting:
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 3 months ago
- Inference case studies in jupyter☆93Updated 6 years ago
- ☆30Updated 4 years ago
- Educational resources☆104Updated 3 years ago
- Database with posteriors of interest for Bayesian inference☆202Updated 2 weeks ago
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated 3 weeks ago
- One day course on causal inference, MPI-EVA 9 September 2021☆246Updated 3 years ago
- Computational Statistics and Statistical Computing☆37Updated 4 years ago
- Inference case studies in knitr☆167Updated 2 years ago
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆136Updated 4 months ago
- Probability and Statistics: a simulation-based introduction. An open-access book.☆318Updated last year
- A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.☆114Updated 3 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 9 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆109Updated last year
- Python code for Computer Age Statistical Inference☆52Updated 6 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆133Updated last year
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆69Updated last year
- Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.☆20Updated 9 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated 4 months ago
- ☆72Updated 6 years ago
- Short course on dimension reduction for AMSI☆35Updated 2 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated this week
- Repository for Introduction to Bayesian Estimation of Causal Effects☆63Updated 4 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Simulation based calibration and generation of synthetic data.☆53Updated this week
- Lecture Notes on Statistical Inference☆76Updated 8 months ago
- Stan models for state space time series☆145Updated 7 years ago
- ☆231Updated 3 years ago