• Magma

  • Referenced in 2747 articles [sw00540]
  • users to report any bugs they find; regular patch fixes are available from the downloads...
  • Regularization tools

  • Referenced in 669 articles [sw00797]
  • Regularization Tools: A MATLAB package for Analysis and Solution of Discrete Ill-Posed Problems. Version ... package, the user can experiment with different regularization strategies. The package also includes 12 test...
  • glmnet

  • Referenced in 426 articles [sw08159]
  • package glmnet: Lasso and elastic-net regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models...
  • glasso

  • Referenced in 353 articles [sw07432]
  • undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros...
  • gmp

  • Referenced in 260 articles [sw00363]
  • functions, and the functions have a regular interface. The main target applications...
  • mclust

  • Referenced in 246 articles [sw00563]
  • Clustering, Classification, and Density Estimation, including Bayesian regularization...
  • kepler98

  • Referenced in 163 articles [sw23625]
  • Hales. This code is not regularly maintained, but it has been deposited at github...
  • CADP

  • Referenced in 129 articles [sw04993]
  • various complementary tools. CADP is maintained, regularly improved, and used in many industrial projects...
  • GraphBase

  • Referenced in 118 articles [sw01555]
  • Mona Lisa, etc. Others are based on regular mathematical constructions such as lattices and quaternions...
  • rda

  • Referenced in 74 articles [sw06091]
  • Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...
  • ForWaRD

  • Referenced in 53 articles [sw12296]
  • ForWaRD: Fourier-Wavelet regularized deconvolution for ill-conditioned systems. We propose an efficient, hybrid Fourier ... wavelet regularized deconvolution (ForWaRD) algorithm that performs noise regularization via scalar shrinkage in both ... between the amount of Fourier and wavelet regularization by optimizing an approximate mean-squared error...
  • Mincer

  • Referenced in 63 articles [sw09009]
  • diagrams of the propagator type within dimensional regularization. The program calculates Laurent expansions of diagrams ... with respect to the parameter of dimensional regularization up to terms which, in particular...
  • AdaGrad

  • Referenced in 87 articles [sw22202]
  • risk minimization problems with common and important regularization functions and domain constraints. We experimentally study...
  • GENREG

  • Referenced in 46 articles [sw26671]
  • Fast generation of regular graphs and construction of cages. The construction of complete lists ... regular graphs up to isomorphism is one of the oldest problems in constructive combinatorics ... this article an efficient algorithm to generate regular graphs with a given number of vertices ... graphs, like construction of the 4-regular graphs on 18 vertices and, for the first...
  • XDuce

  • Referenced in 54 articles [sw12436]
  • documents, and its types (so-called regular expression types) directly correspond to document schemas. XDuce ... also provides a flexible form of regular expression pattern matching, integrating conditional branching, tag checking ... describe its foundations in the theory of regular tree automata, and present a complete formal...
  • Pegasos

  • Referenced in 85 articles [sw08752]
  • with 1/λ, where λ is the regularization parameter of SVM. For a linear kernel...
  • PrivateLR

  • Referenced in 61 articles [sw11354]
  • PrivateLR: Differentially Private Regularized Logistic Regression. PrivateLR implements two differentially private algorithms for estimating ... regularized logistic regression coefficients. A randomized algorithm F is epsilon-differentially private (C. Dwork, Differential...
  • SimpleMKL

  • Referenced in 58 articles [sw12290]
  • problem through a weighted 2-norm regularization formulation with an additional constraint on the weights ... algorithms based on mixed-norm regularization by showing that the two approaches are equivalent...
  • FPC_AS

  • Referenced in 57 articles [sw12218]
  • MATLAB solver for the l1-regularized least squares problem: A fast algorithm for sparse reconstruction ... fast algorithm for solving the ℓ 1 -regularized minimization problem...
  • KPCA plus LDA

  • Referenced in 69 articles [sw08766]
  • kinds of discriminant information, regular and irregular, makes CKFD a more powerful discriminator. The proposed...