QuantifyingUncertainty / GeneralizedMetropolisHastings.jl
Parallel MCMC implementation, the core package of the Quantifying Uncertainty project
☆15Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for GeneralizedMetropolisHastings.jl
- Solve many kinds of least-squares and matrix-recovery problems☆32Updated last year
- Kriging estimators for the GeoStats.jl framework☆16Updated last year
- DynamicHMC versions of StatisticalRethinking models☆18Updated last year
- Markov Chain Monte Carlo convergence diagnostics in Julia☆21Updated 2 years ago
- Keep it simple, stupid, MCMC☆14Updated 2 years ago
- Probability models with `y ~ Normal(mu, sigma)` style syntax and reverse mode AD for gradients; WIP. Prioritizes runtime performance.☆20Updated 3 years ago
- Hydrolocial water flow routing on digital elevation models☆16Updated this week
- Learning to love dispatch-oriented programming☆39Updated 2 years ago
- Missing values for julia☆14Updated 4 years ago
- Fixed Point Acceleration for Julia☆25Updated 6 months ago
- Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem☆25Updated 3 weeks ago
- The julia package for nonparametric density estimate and regression☆26Updated last year
- Examples and utility scripts☆16Updated last year
- Collection of basic smoothers and smoothing related applications☆15Updated last year
- Make-like behaviour for Julia scripts☆21Updated this week
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 2 years ago
- A Julia implementation of Bayesian linear regression using marginal likelihood for hyperparameter optimization, as presented in Chris Bis…☆27Updated 2 years ago
- Archive of functions that emulate R's d-p-q-r functions for probability distributions☆16Updated 2 months ago
- Comparing performance and results of mcmc options using Julia☆38Updated 3 years ago
- An implementation of bivariate copulas and bivariate distributions in Julia☆13Updated 10 months ago
- Wrapper on top of LightGraphs for preserving vertex numbering☆14Updated last year
- Extreme value statistics in Julia☆35Updated 2 months ago
- Spline bases for regression modelling in Julia☆12Updated 2 years ago
- package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net☆22Updated 4 months ago
- Inference for partially observed Markov chains☆20Updated 7 years ago
- Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler☆33Updated 3 months ago
- Fast Poisson Random Numbers in pure Julia for scientific machine learning (SciML)☆16Updated this week
- Julia implementations of global sensitivity analysis methods.☆33Updated 10 months ago
- ☆37Updated 3 years ago
- Download and analyze NASA Precipitation Products from the Precipitation Measurement Mission☆20Updated 2 months ago