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:
- Bayesian Conjugate Models in Python☆32Updated this week
- Bayesian Regression Models in Pyro☆72Updated last year
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆36Updated 10 months ago
- Database with posteriors of interest for Bayesian inference☆207Updated 2 weeks ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆87Updated 2 months ago
- Exploring and eliciting probability distributions☆147Updated last week
- ☆18Updated 2 years ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆104Updated this week
- Simulation based calibration and generation of synthetic data.☆55Updated last week
- 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
- A Beginner's Guide to Variational Inference☆18Updated 4 months ago
- Bayesian inference and posterior analysis for Python☆45Updated last year
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆68Updated 6 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Monitor MCMC runs in the browser☆37Updated last year
- Powerful add-ons for PyMC☆115Updated last week
- Pythonic interface to R's brms☆45Updated 3 years ago
- Educational resources☆104Updated 3 years ago
- Formulas for mixed-effects models in Python☆63Updated 7 months ago
- Gaussian Process Model Building Interface☆51Updated 6 months ago
- ArviZ modular plotting☆18Updated this week
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 6 months ago
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- A probabilistic programming framework☆43Updated this week
- Step size adaptation for the No-U-Turn Sampler☆21Updated 3 weeks ago
- A system for Bayesian estimation of state space models using PyMC☆35Updated 2 months ago
- ☆56Updated 3 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- ☆30Updated 5 years ago