hectormz / awesome-bayesLinks
A curated list of awesome Bayesian statistics blogs and resources
☆22Updated 2 years ago
Alternatives and similar repositories for awesome-bayes
Users that are interested in awesome-bayes are comparing it to the libraries listed below
Sorting:
- Formulas for mixed-effects models in Python☆64Updated last week
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated this week
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- Bayesian Conjugate Models in Python☆33Updated this week
- A Beginner's Guide to Variational Inference☆18Updated 8 months ago
- A batteries-included template for Bayesian data analysis projects☆22Updated last year
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆89Updated 5 months ago
- Book Chapter Drafts☆37Updated last year
- ☆42Updated 3 years ago
- Step size adaptation for the No-U-Turn Sampler☆26Updated 3 weeks ago
- Tool for exploring probability distributions.☆24Updated last year
- Gaussian Process Model Building Interface☆52Updated 9 months ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated this week
- ☆18Updated 2 years ago
- Educational resources☆105Updated 4 years ago
- Pythonic interface to R's brms☆45Updated 3 years ago
- Monitor MCMC runs in the browser☆38Updated last year
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆73Updated 2 years ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last year
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 9 months ago
- Helping you manage your data science projects sanely.☆54Updated 3 weeks ago
- ☆56Updated 3 years ago
- A Beginner's Guide to State Space Modeling☆23Updated 3 weeks ago
- ArviZ modular plotting☆19Updated this week
- ☆90Updated last month
- Within-orbit Adaptive Leapfrog No-U-Turn Sampler☆32Updated last week
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆72Updated last year