• SHARK

  • Referenced in 15 articles [sw13542]
  • evolutionary and gradient-based algorithms) as well as kernel-based methods, neural networks, and other ... machine learning techniques...
  • DOT

  • Referenced in 61 articles [sw14223]
  • Tools. DOT is a general-purpose gradient-based optimization software library that can be used ... simulation. Very little formal knowledge of optimization techniques is needed to make efficient...
  • Grad-CAM

  • Referenced in 4 articles [sw35098]
  • from Deep Networks via Gradient-based Localization. We propose a technique for producing ”visual explanations...
  • SGDR

  • Referenced in 8 articles [sw30752]
  • Descent with Warm Restarts. Restart techniques are common in gradient-free optimization to deal with ... gradient-based optimization to improve the rate of convergence in accelerated gradient schemes to deal ... paper, we propose a simple warm restart technique for stochastic gradient descent to improve...
  • pyOptSparse

  • Referenced in 2 articles [sw37949]
  • Many optimization techniques can be used in pyOptSparse, including both gradient-based and gradient-free...
  • SmoothGrad

  • Referenced in 1 article [sw35099]
  • sensitivity map, and there are several techniques that elaborate on this basic idea. This paper ... method that can help visually sharpen gradient-based sensitivity maps, and it discusses lessons...
  • ADOL-C

  • Referenced in 239 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...
  • ANSYS

  • Referenced in 662 articles [sw00044]
  • ANSYS offers a comprehensive software suite that spans...
  • LANCELOT

  • Referenced in 299 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LAPACK

  • Referenced in 1642 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Mathematica

  • Referenced in 5957 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 12309 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 8601 articles [sw00771]
  • R is a language and environment for statistical...
  • UMFPACK

  • Referenced in 369 articles [sw00989]
  • An ANSI C code for sparse LU factorization...
  • L-BFGS-B

  • Referenced in 172 articles [sw01234]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...
  • EnKF

  • Referenced in 362 articles [sw02066]
  • EnKF-The Ensemble Kalman Filter The EnKF is...
  • SNOPT

  • Referenced in 518 articles [sw02300]
  • SNOPT: An SQP algorithm for large-scale constrained...
  • AESOP

  • Referenced in 3 articles [sw02849]
  • AESOP---a numerical platform for aerodynamic shape optimization...
  • L-BFGS

  • Referenced in 735 articles [sw03229]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...