Balík: libtasmaniandream8 (8.1-5)

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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.

Ostatné balíky súvisiace s balíkom libtasmaniandream8

závisí

odporúča

navrhuje

vylepšuje

dep: libblas3

referenčné implementácie základnej lineárnej algebry - zdieľaná knižnica

alebo libblas.so.3

virtuálny balík poskytovaný balíkom libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
dep: libc6 (>= 2.27) [riscv64]

knižnica GNU C - zdieľané knižnice
tiež virtuálny balík poskytovaný balíkom libc6-udeb

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

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

podporná knižnica GCC

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

podporná knižnica GCC OpenMP (GOMP)
dep: libstdc++6 (>= 13.1)

štandardná knižnica C++ GNU v3
dep: libtasmaniansparsegrid8 (>= 8.1)

Tasmanian module for sparse grids

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Architektúra	Veľkosť balíka	Nainštalovaná veľkosť	Súbory
amd64	50.3 kB	163.0 kB	[zoznam súborov]
arm64	44.7 kB	151.0 kB	[zoznam súborov]
armhf	39.4 kB	151.0 kB	[zoznam súborov]
i386	49.2 kB	146.0 kB	[zoznam súborov]
ppc64el	50.0 kB	215.0 kB	[zoznam súborov]
riscv64	46.1 kB	119.0 kB	[zoznam súborov]
s390x	46.5 kB	151.0 kB	[zoznam súborov]