liesel-devs / lieselLinks
A probabilistic programming framework
☆43Updated last 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☆72Updated last year
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated 3 weeks ago
- Monitor MCMC runs in the browser☆37Updated last year
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆36Updated 10 months 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
- Database with posteriors of interest for Bayesian inference☆209Updated 3 weeks ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 7 months ago
- ☆18Updated 2 years ago
- ☆56Updated 3 years ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆104Updated 2 weeks ago
- Simulation based calibration and generation of synthetic data.☆55Updated last week
- Some teaching material and other educational resources☆41Updated 3 weeks ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆88Updated 2 months ago
- Step size adaptation for the No-U-Turn Sampler☆23Updated last month
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Bayesian inference and posterior analysis for Python☆45Updated last year
- Towards a more flexible BART☆22Updated 3 weeks ago
- R-package for building and fitting Bayesian ODE models in Stan☆29Updated last year
- Case studies in applied and computational statistics.☆38Updated 4 months ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- probabilistic programming focused on fun☆42Updated last month
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆55Updated last month
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Verty short course on evolutionary game theory☆178Updated 11 months ago
- Documentation for the Stan language and CmdStan☆40Updated 2 weeks ago
- Formulas for mixed-effects models in Python☆63Updated 7 months ago
- Inference case studies in knitr☆169Updated 3 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Bayesian inference for a logistic regression model in various languages☆42Updated 2 years ago