Paquet : libtasmaniandream8 (8.1-5)

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Télécharger le paquet source tasmanian :

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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.

Autres paquets associés à libtasmaniandream8

dépendances

recommandations

suggestions

enhances

dep: libblas3

implémentation de référence en algèbre linéaire de base - bibliothèque partagée

ou libblas.so.3

paquet virtuel fourni par libblas3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
dep: libc6 (>= 2.27) [riscv64]

bibliothèque C GNU : bibliothèques partagées
un paquet virtuel est également fourni par libc6-udeb

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

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

bibliothèque de prise en charge de GCC

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

bibliothèque GCC pour OpenMP (GOMP)
dep: libstdc++6 (>= 13.1)

bibliothèque standard C++ de GNU v3
dep: libtasmaniansparsegrid8 (>= 8.1)

Tasmanian module for sparse grids

Télécharger libtasmaniandream8

Télécharger pour toutes les architectures proposées
Architecture	Taille du paquet	Espace occupé une fois installé	Fichiers
amd64	50,3 ko	163,0 ko	[liste des fichiers]
arm64	44,7 ko	151,0 ko	[liste des fichiers]
armhf	39,4 ko	151,0 ko	[liste des fichiers]
i386	49,2 ko	146,0 ko	[liste des fichiers]
ppc64el	50,0 ko	215,0 ko	[liste des fichiers]
riscv64	46,1 ko	119,0 ko	[liste des fichiers]
s390x	46,5 ko	151,0 ko	[liste des fichiers]