
Magma
 Referenced in 2117 articles
[sw00540]
 users to report any bugs they find; regular patch fixes are available from the downloads...

Regularization tools
 Referenced in 547 articles
[sw00797]
 Regularization Tools: A MATLAB package for Analysis and Solution of Discrete IllPosed Problems. Version ... package, the user can experiment with different regularization strategies. The package also includes 12 test...

glmnet
 Referenced in 229 articles
[sw08159]
 package glmnet: Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting ... entire lasso or elasticnet regularization path for linear regression, logistic and multinomial regression models...

gmp
 Referenced in 213 articles
[sw00363]
 functions, and the functions have a regular interface. The main target applications...

glasso
 Referenced in 177 articles
[sw07432]
 undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros...

mclust
 Referenced in 164 articles
[sw00563]
 Clustering, Classification, and Density Estimation, including Bayesian regularization...

kepler98
 Referenced in 123 articles
[sw23625]
 Hales. This code is not regularly maintained, but it has been deposited at github...

CADP
 Referenced in 114 articles
[sw04993]
 various complementary tools. CADP is maintained, regularly improved, and used in many industrial projects...

GraphBase
 Referenced in 95 articles
[sw01555]
 Mona Lisa, etc. Others are based on regular mathematical constructions such as lattices and quaternions...

XDuce
 Referenced in 53 articles
[sw12436]
 documents, and its types (socalled 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...

ForWaRD
 Referenced in 49 articles
[sw12296]
 ForWaRD: FourierWavelet regularized deconvolution for illconditioned 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 meansquared error...

rda
 Referenced in 55 articles
[sw06091]
 Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...

Mincer
 Referenced in 55 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...

SimpleMKL
 Referenced in 49 articles
[sw12290]
 problem through a weighted 2norm regularization formulation with an additional constraint on the weights ... algorithms based on mixednorm regularization by showing that the two approaches are equivalent...

PrivateLR
 Referenced in 48 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 epsilondifferentially private (C. Dwork, Differential...

KPCA plus LDA
 Referenced in 64 articles
[sw08766]
 kinds of discriminant information, regular and irregular, makes CKFD a more powerful discriminator. The proposed...

FPC_AS
 Referenced in 43 articles
[sw12218]
 MATLAB solver for the l1regularized least squares problem: A fast algorithm for sparse reconstruction ... fast algorithm for solving the ℓ 1 regularized minimization problem...

TIGRA
 Referenced in 31 articles
[sw02333]
 TIGRA  an iterative algorithm for regularizing nonlinear illposed problems. A sophisticated numerical analysis ... combination of Tikhonov regularization and the gradient method for solving nonlinear illposed problems ... inner loop for approximating the Tikhonov regularized solutions with a fixed regularization parameter...

Pegasos
 Referenced in 53 articles
[sw08752]
 with 1/λ, where λ is the regularization parameter of SVM. For a linear kernel...

2D triangulations
 Referenced in 33 articles
[sw11159]
 order of the vertices) and Delaunay triangulations. Regular triangulations are also provided for sets ... weighted points. Delaunay and regular triangulations offer nearest neighbor queries and primitives to build...