omaclaren / open-learning-materialLinks
Some teaching material and other educational resources
☆41Updated 10 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 3 years ago
- Database with posteriors of interest for Bayesian inference☆205Updated this week
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆88Updated last month
- ☆18Updated 2 years ago
- R-package for building and fitting Bayesian ODE models in Stan☆28Updated 11 months ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 5 months ago
- ☆21Updated last year
- Case studies in applied and computational statistics.☆38Updated 3 months ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆54Updated 2 weeks 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
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆67Updated 6 months ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- Reimplementation of Stan algorithms☆19Updated 3 years ago
- Towards a more flexible BART☆22Updated last week
- 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…☆35Updated 9 months ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 3 years ago
- Documentation for the Stan language and CmdStan☆39Updated last week
- Bayesian Regression Models in Pyro☆72Updated last year
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago
- Variational inference for Bayesian logistic regression☆12Updated 5 years ago
- Monitor MCMC runs in the browser☆36Updated last year
- Home for the computational inference reading group.☆17Updated 5 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆25Updated 9 years ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- ☆33Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆38Updated this week