• Duali

  • Referenced in 26 articles [sw01245]
  • dynamic deterministic and stochastic economic models. It is also a useful research tool for work ... passive learning stochastic models. In contrast, Dualpc is primarily a research tool for deterministic...
  • SIPLIB

  • Referenced in 19 articles [sw09652]
  • SIPLIB: A Stochastic Integer Programming Test Problem Library. SIPLIB is a collection of test ... problems to facilitate computational and algorithmic research in stochastic integer programming. The test problem data...
  • ALEA

  • Referenced in 60 articles [sw10167]
  • uncertainty quantification. ALEA is intended as a research framework for numerical methods in Uncertainty Quantification ... lies on: generalised polynomial chaos (gpc) methods; stochastic Galerkin FEM; adaptive numerical methods; tensor methods...
  • HOGWILD

  • Referenced in 65 articles [sw28396]
  • Free Approach to Parallelizing Stochastic Gradient Descent. Stochastic Gradient Descent (SGD) is a popular algorithm ... variety of machine learning tasks. Several researchers have recently proposed schemes to parallelize...
  • PySP

  • Referenced in 23 articles [sw04921]
  • obtaining approximate solutions to multi-stage stochastic programs. By leveraging the combination of a high ... research groups, including our own, to rapidly prototype and solve difficult stochastic programming problems...
  • TimeNET

  • Referenced in 30 articles [sw00965]
  • package for the modeling and evaluation of stochastic Petri nets with non-exponentially distributed firing ... Technische Universität Berlin in several research projects. A graphical user interface is provided...
  • SMART_

  • Referenced in 33 articles [sw04097]
  • simulation is always applicable regardless of the stochastic nature of the process, but certain classes ... realistic industrial settings as a learning, research, and application tool, it is written...
  • LIMDEP

  • Referenced in 78 articles [sw04925]
  • forms of the linear regression model, and stochastic frontier, discrete choice and limited dependent variable ... program that is used for teaching and research at thousands of universities, government agencies, research...
  • Pyomo

  • Referenced in 72 articles [sw04910]
  • fundamental process in many aspects of scientific research, engineering, and business. This text beautifully illustrates ... cover advanced topics such as nonlinear models, stochastic models, and scripting examples...
  • MegaWave

  • Referenced in 27 articles [sw04428]
  • viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics ... intended for a multidisciplinary audience of researchers and engineers. It is self contained in three...
  • GreatSPN 1.7

  • Referenced in 41 articles [sw01562]
  • performance evaluation of distributed systems using Generalized Stochastic Petri Nets and their colored extension ... charge to other universities for educational and research purposes. An overview of the complete architecture...
  • SAMPLE

  • Referenced in 8 articles [sw06289]
  • stochastic programming. Algebraic modelling languages have gained wide acceptance and use by researchers and practitioners...
  • DifferentialEquations.jl

  • Referenced in 58 articles [sw23910]
  • equations, hybrid differential equations, jump diffusions, and (stochastic) partial differential equations. Through extensive ... serve as an easy way for researchers to develop and distribute their own methods. Together...
  • BIOCHAM

  • Referenced in 45 articles [sw09927]
  • compatible with SBML); several simulators (boolean, differential, stochastic), a temporal logic based language to formalize ... Biocham in applications, research or teaching are particularly welcomed...
  • DeepXDE

  • Referenced in 66 articles [sw32456]
  • including integro-differential equations, fractional PDEs, and stochastic PDEs. Moreover, from the implementation point ... classroom as well as a research tool for solving problems in computational science and engineering...
  • ooDACE

  • Referenced in 10 articles [sw12876]
  • extensive research and many extensions have been proposed, e.g., co-Kriging, stochastic Kriging, blind Kriging...
  • Langevin

  • Referenced in 4 articles [sw21068]
  • package developed by the research group Turbulence, Wind energy and Stochastics (TWiSt) at the Carl...
  • SGDLibrary

  • Referenced in 6 articles [sw26680]
  • stochastic optimization algorithms. The purpose of the library is to provide researchers and implementers...
  • FLUVSIM

  • Referenced in 9 articles [sw40401]
  • FLUVSIM: a program for object-based stochastic modeling of fluvial depositional systems. This paper presents ... many of these limitations with an accessible research code...
  • sbtoolbox

  • Referenced in 18 articles [sw07391]
  • Toolbox for MATLAB: a computational platform for research in systems biology. We present a Systems ... analysis methods, such as deterministic and stochastic simulation, parameter estimation, network identification, parameter sensitivity analysis...