Paket: libtasmaniandream8 (8.1-5)

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Hemsida [github.com]

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Tasmanian module for drawing samples from an arbitrary probability distribution

The Toolkit for Adaptive Stochastic Modeling and Non-Intrusive ApproximatioN (Tasmanian) is a collection of robust libraries for high dimensional integration and interpolation as well as parameter calibration.

This package provides a shared library that implements the DiffeRential Evolution Adaptive Metropolis (DREAM), which is a method to draw samples from an arbitrary probability distribution defined by an arbitrary non-negative function. The DREAM approach is similar to the classical Markov Chain Monte Carlo, but it evolves a large number of chains simultaneously which leads to better parallelization and (potentially) faster convergence. In addition, multiple chains allow for better exploration of the probability domain, which is often advantageous when working with multi-modal distributions.

One of the main applications of DREAM is in the field of Bayesian inference, where samples are drawn from a posterior distribution comprised from a data-informed likelihood and an arbitrary model. The DREAM module of Tasmanian can use Tasmanian Sparse Grids approximation to either the model or the likelihood.

Andra paket besläktade med libtasmaniandream8

beror

rekommenderar

föreslår

enhances

dep: libblas3

Basic Linear Algebra Reference implementations, shared library

eller libblas.so.3

virtuellt paket som tillhandahålls av libblas3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
dep: libc6 (>= 2.27) [riscv64]

GNU C-bibliotek: Delade bibliotek
också ett virtuellt paket som tillhandahålls av libc6-udeb

dep: libc6 (>= 2.29) [ej armhf, riscv64]

dep: libc6 (>= 2.34) [armhf]
dep: libgcc-s1 (>= 3.0) [ej armhf]

GCC stödbibliotek

dep: libgcc-s1 (>= 3.5) [armhf]
dep: libgomp1 (>= 4.9)

GCC OpenMP (GOMP) support library
dep: libstdc++6 (>= 13.1)

GNU standardbibliotek v3 för C++
dep: libtasmaniansparsegrid8 (>= 8.1)

Tasmanian module for sparse grids

Hämta libtasmaniandream8

Hämtningar för alla tillgängliga arkitekturer
Arkitektur	Paketstorlek	Installerad storlek	Filer
amd64	50,3 kbyte	163,0 kbyte	[filförteckning]
arm64	44,7 kbyte	151,0 kbyte	[filförteckning]
armhf	39,4 kbyte	151,0 kbyte	[filförteckning]
i386	49,2 kbyte	146,0 kbyte	[filförteckning]
ppc64el	50,0 kbyte	215,0 kbyte	[filförteckning]
riscv64	46,1 kbyte	119,0 kbyte	[filförteckning]
s390x	46,5 kbyte	151,0 kbyte	[filförteckning]