liesel-devs / lieselLinks
A probabilistic programming framework
☆45Updated this week
Alternatives and similar repositories for liesel
Users that are interested in liesel are comparing it to the libraries listed below
Sorting:
- Bayesian Regression Models in Pyro☆74Updated last year
- ☆57Updated 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 4 years ago
- Database with posteriors of interest for Bayesian inference☆212Updated this week
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆110Updated 3 weeks ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆62Updated 6 months ago
- Monitor MCMC runs in the browser☆37Updated 2 years ago
- ☆18Updated 3 years ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last month
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last month
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆90Updated 3 weeks ago
- R-package for building and fitting Bayesian ODE models in Stan☆29Updated last year
- Python package for multi-signal Bayesian renewal modeling with JAX and NumPyro.☆25Updated this week
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- probabilistic programming focused on fun☆49Updated 3 weeks ago
- Verty short course on evolutionary game theory☆184Updated last year
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- A complete environment for Bayesian inference within R☆97Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Step size adaptation for the No-U-Turn Sampler☆26Updated 2 months ago
- Some teaching material and other educational resources☆41Updated 5 months ago
- Simulation based calibration and generation of synthetic data.☆56Updated 3 months ago
- ☆24Updated 3 years ago
- CmdStan, the command line interface to Stan☆237Updated 2 weeks ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 11 months ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Updated 4 years ago
- Formulas for mixed-effects models in Python☆63Updated this week
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆155Updated last month
- Documentation for the Stan language and CmdStan☆42Updated 2 weeks ago