bambinos / kulpritLinks
Kullback-Leibler projections for Bayesian model selection in Python
☆40Updated last week
Alternatives and similar repositories for kulprit
Users that are interested in kulprit are comparing it to the libraries listed below
Sorting:
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆89Updated 5 months ago
- Bayesian Conjugate Models in Python☆33Updated last week
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated this week
- Database with posteriors of interest for Bayesian inference☆212Updated 3 months ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Exploring and eliciting probability distributions☆160Updated 3 weeks ago
- A Beginner's Guide to Variational Inference☆18Updated 8 months ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆106Updated 3 weeks ago
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- Pythonic interface to R's brms☆45Updated 3 years ago
- Step size adaptation for the No-U-Turn Sampler☆26Updated last month
- ☆18Updated 2 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Formulas for mixed-effects models in Python☆64Updated last week
- Python package for multi-signal Bayesian renewal modeling with JAX and NumPyro.☆23Updated last week
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- Monitor MCMC runs in the browser☆38Updated last year
- ArviZ modular plotting☆19Updated this week
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- Book Chapter Drafts☆37Updated last year
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 9 months ago
- Powerful add-ons for PyMC☆127Updated this week
- Educational resources☆105Updated 4 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 10 months ago
- Python wrapper for nuts-rs☆182Updated last week
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated 2 years ago
- Markov Chain Monte Carlo Visualization Tools☆25Updated 5 months ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14Updated 3 months ago
- Gaussian Process Model Building Interface☆52Updated 9 months ago