Package: libtasmaniandream8
Source: tasmanian
Version: 8.1-4
Architecture: arm64
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian Science Team <debian-science-maintainers@lists.alioth.debian.org>
Installed-Size: 145
Depends: libblas3 | libblas.so.3, libc6 (>= 2.29), libgcc-s1 (>= 3.3.1), libgomp1 (>= 4.9), libstdc++6 (>= 13.1), libtasmaniansparsegrid8 (>= 8.1)
Section: libs
Priority: optional
Homepage: https://github.com/ORNL/TASMANIAN
Description: 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.
