omaclaren / open-learning-materialLinks
Some teaching material and other educational resources
☆41Updated 9 months ago
Alternatives and similar repositories for open-learning-material
Users that are interested in open-learning-material are comparing it to the libraries listed below
Sorting:
- ☆56Updated 2 years ago
- Case studies in applied and computational statistics.☆38Updated 2 months ago
- ☆20Updated last year
- R-package for building and fitting Bayesian ODE models in Stan☆28Updated 10 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated last week
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆66Updated 4 months ago
- ☆33Updated 3 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 4 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 3 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Updated 3 years ago
- ☆30Updated 9 months ago
- A complete environment for Bayesian inference within R☆93Updated last year
- Reimplementation of Stan algorithms☆19Updated 3 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 10 months ago
- Towards a more flexible BART☆22Updated last week
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 9 years ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 9 years ago
- Database with posteriors of interest for Bayesian inference☆202Updated last month
- Kullback-Leibler projections for Bayesian model selection in Python☆36Updated 3 months ago
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago
- R package cfcausal☆32Updated 2 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 2 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆34Updated 8 months ago
- ☆8Updated 4 years ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆45Updated 10 months ago
- Gaussian processes on graphs and lattices in Stan.☆18Updated 3 months ago