https://github.com/nimble-dev/nimble-demos
Demos for the NIMBLE project
https://github.com/nimble-dev/nimble-demos
Last synced: about 2 months ago
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Demos for the NIMBLE project
- Host: GitHub
- URL: https://github.com/nimble-dev/nimble-demos
- Owner: nimble-dev
- License: bsd-3-clause
- Created: 2014-06-12T15:03:44.000Z (almost 12 years ago)
- Default Branch: master
- Last Pushed: 2024-12-19T18:39:44.000Z (over 1 year ago)
- Last Synced: 2025-01-19T16:47:55.172Z (over 1 year ago)
- Language: HTML
- Homepage: http://r-nimble.org
- Size: 55.3 MB
- Stars: 2
- Watchers: 15
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Nimble Demos
Demos for the [NIMBLE](http://r-nimble.org) project.
## Table of contents
### NIMBLE basics
[Basic mcmc: Nimble basic mcmc](http://nimble-dev.github.io/nimble-demos/basic_mcmc/nimble_basic_mcmc.html)
[Build a model: Nimble build a model](http://nimble-dev.github.io/nimble-demos/build_a_model/nimble_build_a_model.html)
[Customized mcmc: Nimble customizing mcmc](http://nimble-dev.github.io/nimble-demos/customized_mcmc/nimble_customizing_mcmc.html)
[Linear predictors: linear predictors](http://nimble-dev.github.io/nimble-demos/linear_predictors/linpred.html)
[Reversible Jump: Nimble reversible jump](http://nimble-dev.github.io/nimble-demos/reversible_jump/reversible_jump.html) (Writing a custom sampler)
[Simulation from model: simulation from model](http://nimble-dev.github.io/nimble-demos/simulation_from_model/simulation_from_model.html)
### Algorithms
[MLE: MLE](http://nimble-dev.github.io/nimble-demos/MLE/MLE.html)
[RJMCMC variable selection: RJMCMC example](http://nimble-dev.github.io/nimble-demos/RJMCMC_variable_selection/RJMCMC_example.html)
[pump MCEM: pump MCEM](http://nimble-dev.github.io/nimble-demos/pumpMCEM/pumpMCEM.html) (MCEM)
### Models
[Car: car](http://nimble-dev.github.io/nimble-demos/CAR/CAR.html)
[Ecology example: Ecology example](http://nimble-dev.github.io/nimble-demos/Ecology_Examples/Ecology_Examples.html)
[Gaussian process: gaussian process](http://nimble-dev.github.io/nimble-demos/gaussian_process/gaussian_process.html)
[Intro BNP: intro BNP](http://nimble-dev.github.io/nimble-demos/intro_bnp/intro_bnp.html)
[Item Response Theory Models](http://nimble-dev.github.io/nimble-demos/irt_models_example/IRT_example.html)
[Logistic regression: Nimble logistic regression](http://nimble-dev.github.io/nimble-demos/logistic_regression/nimble_logistic_regression.html)
[Stochastic volatility: Stochastic volatility](http://nimble-dev.github.io/nimble-demos/stochastic_volatility/stochastic_volatility.html)
[Zero inflated poisson: Zero inflated poisson](http://nimble-dev.github.io/nimble-demos/zero_inflated_poisson/zero_inflated_poisson.html)