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A system for writing hierarchical statistical models largely compatible with 'BUGS' and 'JAGS', writing nimbleFunctions to operate models and do basic R-style math, and compiling both models and nimbleFunctions via custom- generated C++. 'NIMBLE' includes default methods for MCMC, particle filtering, Monte Carlo Expectation Maximization, and some other tools. The nimbleFunction system makes it easy to do things like implement new MCMC samplers from R, customize the assignment of samplers to different parts of a model from R, and compile the new samplers automatically via C++ alongside the samplers 'NIMBLE' provides. 'NIMBLE' extends the 'BUGS'/'JAGS' language by making it extensible: New distributions and functions can be added, including as calls to external compiled code. Although most people think of MCMC as the main goal of the 'BUGS'/'JAGS' language for writing models, one can use 'NIMBLE' for writing arbitrary other kinds of model-generic algorithms as well. A full User Manual is available at <https://r-nimble.org>.

copied from cf-staging / r-nimble
Type Size Name Uploaded Downloads Labels
conda 9.0 MB | win-64/r-nimble-1.3.0-r44h891d650_0.conda  5 months and 13 days ago 320 main
conda 9.6 MB | win-64/r-nimble-1.3.0-r43h891d650_0.conda  5 months and 13 days ago 325 main
conda 9.0 MB | osx-64/r-nimble-1.3.0-r44h9c54416_0.conda  5 months and 13 days ago 237 main
conda 9.7 MB | linux-64/r-nimble-1.3.0-r43h773be8d_0.conda  5 months and 13 days ago 655 main
conda 8.9 MB | linux-64/r-nimble-1.3.0-r44h773be8d_0.conda  5 months and 13 days ago 698 main
conda 9.7 MB | osx-64/r-nimble-1.3.0-r43h9c54416_0.conda  5 months and 13 days ago 224 main
conda 8.8 MB | win-64/r-nimble-1.2.1-r44h891d650_1.conda  9 months and 27 days ago 458 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r43h891d650_1.conda  9 months and 27 days ago 457 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_1.conda  9 months and 27 days ago 392 main
conda 9.4 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_1.conda  9 months and 27 days ago 1221 main
conda 8.8 MB | osx-64/r-nimble-1.2.1-r44hc039d2b_1.conda  9 months and 27 days ago 406 main
conda 8.8 MB | linux-64/r-nimble-1.2.1-r44h2ee40c2_1.conda  9 months and 27 days ago 1238 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r41h133e19a_0.conda  10 months and 1 day ago 460 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_0.conda  10 months and 1 day ago 419 main
conda 9.5 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_0.conda  10 months and 1 day ago 1169 main
conda 9.6 MB | win-64/r-nimble-1.2.0-r41h133e19a_0.conda  11 months and 22 days ago 500 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r43hc039d2b_0.conda  11 months and 22 days ago 440 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r42hc039d2b_0.conda  11 months and 22 days ago 409 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r43h93271f8_0.conda  11 months and 22 days ago 1382 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r42h93271f8_0.conda  11 months and 22 days ago 1391 main
conda 8.7 MB | win-64/r-nimble-1.1.0-r41h30befbe_0.conda  1 year and 4 months ago 468 main
conda 8.6 MB | osx-64/r-nimble-1.1.0-r42h8806366_0.conda  1 year and 4 months ago 419 main
conda 8.7 MB | osx-64/r-nimble-1.1.0-r43h8806366_0.conda  1 year and 4 months ago 409 main
conda 8.7 MB | linux-64/r-nimble-1.1.0-r42h9f9f741_0.conda  1 year and 4 months ago 1571 main
conda 8.6 MB | linux-64/r-nimble-1.1.0-r43h9f9f741_0.conda  1 year and 4 months ago 1553 main

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