pierrejacob / winferenceLinks
R package to perform statistical inference in generative models using the Wasserstein distance (requires CGAL)
☆27Updated 5 years ago
Alternatives and similar repositories for winference
Users that are interested in winference are comparing it to the libraries listed below
Sorting:
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆28Updated 6 years ago
- The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.☆16Updated 3 years ago
- ☆23Updated 2 years ago
- some scripts for the couplings enthusiasts!☆32Updated 5 years ago
- ☆56Updated 2 years ago
- R-package for building and fitting Bayesian ODE models in Stan☆28Updated 10 months ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 5 months ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated 2 months ago
- This tutorial is a basic guide to understanding the Zig-Zag Sampling method. This document is released with the aim of diffusion and shar…☆21Updated 6 years ago
- Empirical Bayes estimation and inference in Julia.☆19Updated 2 months ago
- Efficient Algorithms for L0 Regularized Learning☆102Updated last year
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆52Updated 3 months ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- ☆13Updated 3 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 9 years ago
- ☆15Updated 8 years ago
- Database with posteriors of interest for Bayesian inference☆205Updated 2 months ago
- GP nowcasting for Brazil Covid-19 mortality☆9Updated last year
- The code in this repository follows the paper "Stochastic gradient MCMC"☆26Updated 6 years ago
- ☆31Updated 2 months ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- Comparisons between best subset selection and other popular sparse regression estimators☆86Updated 2 years ago
- Unbiased Markov chain Monte Carlo with couplings☆29Updated 2 years ago
- Some teaching material and other educational resources☆41Updated 9 months ago
- StatististicalRethinking notebook project using Stan and Pluto notebooks.☆20Updated last year
- Efficient, lightweight variational inference and approximation bounds☆42Updated last year
- Julia package for Bayesian mixture models☆27Updated 4 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 10 months ago
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Updated 2 years ago