omaclaren / open-learning-material
Some teaching material and other educational resources
☆41Updated 7 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:
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 2 months ago
- Case studies in applied and computational statistics.☆36Updated this week
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- ☆54Updated 2 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated 2 months ago
- ☆17Updated 11 months ago
- A simple library to run variational inference on Stan models.☆30Updated 2 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆24Updated 3 years ago
- Towards a more flexible BART☆22Updated last week
- Reimplementation of Stan algorithms☆19Updated 3 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆34Updated last month
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 8 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆31Updated 3 years ago
- R-package for building and fitting Bayesian ODE models in Stan☆27Updated 8 months ago
- Unbiased Markov chain Monte Carlo with couplings☆29Updated 2 years ago
- Database with posteriors of interest for Bayesian inference☆200Updated 2 weeks ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- ☆18Updated 2 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Home for the computational inference reading group.☆17Updated 5 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
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 8 years ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆45Updated last week
- Pythonic interface to R's brms☆44Updated 3 years ago
- Materials for StanCon 2023☆24Updated last year
- Book Chapter Drafts☆32Updated 8 months ago
- some scripts for the couplings enthusiasts!☆32Updated 4 years ago
- Documentation for the Stan language and CmdStan☆39Updated last week
- ☆57Updated 2 months ago