hectormz / awesome-bayesLinks
A curated list of awesome Bayesian statistics blogs and resources
☆22Updated last year
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☆61Updated 5 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated 2 weeks ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated last week
- Bayesian Conjugate Models in Python☆31Updated last week
- ☆18Updated 2 years ago
- Monitor MCMC runs in the browser☆36Updated last year
- Simulation based calibration and generation of synthetic data.☆55Updated 3 weeks ago
- Book Chapter Drafts☆34Updated 10 months ago
- Educational resources☆104Updated 3 years ago
- Tool for exploring probability distributions.☆23Updated 6 months ago
- Gaussian Process Model Building Interface☆51Updated 4 months ago
- A Beginner's Guide to Variational Inference☆15Updated 2 months ago
- ☆56Updated 2 years ago
- Step size adaptation for the No-U-Turn Sampler☆17Updated last week
- Markov Chain Monte Carlo Visualization Tools☆25Updated last week
- Exploring and eliciting probability distributions☆139Updated 3 weeks ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆34Updated 8 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated 9 months ago
- Kullback-Leibler projections for Bayesian model selection in Python☆36Updated 3 months ago
- Bayesian Regression Models in Pyro☆72Updated 11 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆73Updated last year
- A batteries-included template for Bayesian data analysis projects☆22Updated last year
- ArviZ modular plotting☆18Updated this week
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆66Updated 4 months ago
- Database with posteriors of interest for Bayesian inference☆202Updated last month
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 3 years ago
- ☆41Updated 3 years ago
- ☆30Updated 9 months ago