Paketti: libtasmaniandream8 (8.1-5)

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Imuroi lähdekoodipaketti 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.

Muut pakettiin libtasmaniandream8 liittyvät paketit

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recommends

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dep: libblas3

Basic Linear Algebra Reference implementations, shared library

tai libblas.so.3

näennäispaketti, jonka toteuttaa libblas3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
dep: libc6 (>= 2.27) [riscv64]

GNU-C-kirjasto: jaetut kirjastot
myös näennäispaketti, jonka toteuttaa libc6-udeb

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

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

GCC:n apukirjasto

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

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

GNU standardi C++ -kirjasto, versio 3
dep: libtasmaniansparsegrid8 (>= 8.1)

Tasmanian module for sparse grids

Imuroi libtasmaniandream8

Imurointi kaikille saataville arkkitehtuureille
Arkkitehtuuri	Paketin koko	Koko asennettuna	Tiedostot
amd64	50.3 kt	163.0 kt	[tiedostoluettelo]
arm64	44.7 kt	151.0 kt	[tiedostoluettelo]
armhf	39.4 kt	151.0 kt	[tiedostoluettelo]
i386	49.2 kt	146.0 kt	[tiedostoluettelo]
ppc64el	50.0 kt	215.0 kt	[tiedostoluettelo]
riscv64	46.1 kt	119.0 kt	[tiedostoluettelo]
s390x	46.5 kt	151.0 kt	[tiedostoluettelo]