
QuickCheck
 Referenced in 102 articles
[sw07277]
 QuickCheck: a lightweight tool for random testing of Haskell programs. QuickCheck is a tool which ... Haskell functions, and can be automatically tested on random input, but it is also possible ... point out some pitfalls to avoid. Random testing is especially suitable for functional programs because ... built from separately tested components, then random testing suffuces to obtain good coverage...

TestU01
 Referenced in 121 articles
[sw08033]
 utilities for the empirical statistical testing of uniform random number generators. The library implements several ... general implementations of the classical statistical tests for random number generators, as well as several ... defined generators. Specific tests suites for either sequences of uniform random numbers ... given kind of test and a given class of random number generators, to determine...

DART
 Referenced in 74 articles
[sw07260]
 DART: directed automated random testing. We present a new tool, named DART, for automatically testing ... driver for this interface that performs random testing to simulate the most general environment ... program behaves under random testing and automatic generation of new test inputs to direct systematically ... these three techniques constitute Directed Automated Random Testing, or DART for short. The main strength...

NIST Statistical Test Suite
 Referenced in 92 articles
[sw22972]
 Statistical Test Suite for Random and Pseudorandom Number Generators for Cryptographic Applications. This paper ... discusses some aspects of selecting and testing random and pseudorandom number generators. The outputs ... this document. The subject of statistical testing and its relation to cryptanalysis is also discussed...

lobpcg.m
 Referenced in 145 articles
[sw24008]
 propose a common system of model tests, using random preconditioners and initial guesses ... with this “ideal” algorithm on our model test problems in terms of the speed...

CIFAR
 Referenced in 167 articles
[sw17861]
 with 10000 images. The test batch contains exactly 1000 randomlyselected images from each class ... training batches contain the remaining images in random order, but some training batches may contain ... There are 500 training images and 100 testing images per class. The 100 classes...

ump
 Referenced in 27 articles
[sw12360]
 Fuzzy and randomized confidence intervals and pvalues. The optimal hypothesis tests for the binomial ... unbiased (UMPU) twotailed randomized tests. Conventional confidence intervals are not dual to randomized tests ... exactness and optimality of UMP and UMPU tests. We also introduce a new Pvalue ... notion, called fuzzy Pvalues or abstract randomized Pvalues, that also inherits the same...

Diehard
 Referenced in 80 articles
[sw08098]
 battery of statistical tests for measuring the quality of a random number generator...

DGM
 Referenced in 164 articles
[sw39282]
 batches of randomly sampled time and space points. The algorithm is tested on a class...

GSL
 Referenced in 261 articles
[sw05883]
 wide range of mathematical routines such as random number generators, special functions and leastsquares ... functions in total with an extensive test suite...

bnlearn
 Referenced in 74 articles
[sw08265]
 with many score functions and conditional independence tests. The Naive Bayes and the TreeAugmented ... model comparison and manipulation, random data generation, arc orientation testing, simple and advanced plots...

ADBASE
 Referenced in 64 articles
[sw08460]
 Random problem genertion and the computation of efficient extreme points in multiple objective linear programming ... described. To create MOLP test problems, models for random problem generation are discussed...

IndependenceTests
 Referenced in 29 articles
[sw18402]
 package IndependenceTests: Nonparametric tests of independence between random vectors. Functions for testing mutual independence between ... numerical random vectors or serial independence of a multivariate stationary sequence. The proposed test works...

NLPQL
 Referenced in 133 articles
[sw08457]
 collection of test problems (115 handselected or application problems, 320 randomly generated problems...

dieharder
 Referenced in 19 articles
[sw08025]
 Dieharder: A Random Number Test Suite. Dieharder is a random number generator (rng) testing suite ... intended to test generators, not files of possibly random numbers as the latter ... unlikely” sequences of random numbers  at exactly the right average rate. Testing...

STaLiRo
 Referenced in 20 articles
[sw09775]
 heart of the tool, we use randomized testing based on stochastic optimization techniques including Monte...

copula
 Referenced in 169 articles
[sw14499]
 more copula families. Methods for density, distribution, random number generation, bivariate dependence measures, perspective ... Independence and serial (univariate and multivariate) independence tests, and other copula related tests. Empirical copula...

JCrasher
 Referenced in 12 articles
[sw12796]
 different types to test the behavior of public methods under random data. JCrasher attempts ... runtime exception. Although in general the random testing approach has many limitations, it also...

MersenneTwister
 Referenced in 351 articles
[sw05367]
 twister: A 623dimensionally equidistributed uniform pseudorandom number generator. A new algorithm called Mersenne ... code. It passed several stringent statistical tests, including diehard. Its speed is comparable to other...

randtoolbox
 Referenced in 17 articles
[sw07969]
 pseudo and quasi random number generation and RNG tests. The package provides (1) pseudo random ... Twister algorithm and WELL generators); (2) quasi random generators  the Torus algorithm, the Sobol sequence ... Corput sequence) and (3) some additional tests such as the gap test, the serial test ... poker test... The package depends on rngWELL package but it can be provided without this...