
BayesLogit
 Referenced in 44 articles
[sw09312]
 latent variables. We propose a new dataaugmentation strategy for fully Bayesian inference in models ... count data. In each case, our dataaugmentation strategy leads to simple, effective methods ... Hastings; and (2) outperform other known dataaugmentation strategies, both in ease...

Monomvn
 Referenced in 10 articles
[sw08173]
 scalemixtures for Gibbs sampling. Monotone data augmentation extends this Bayesian approach to arbitrary missingness...

MNP
 Referenced in 7 articles
[sw10537]
 based on the efficient marginal data augmentation algorithm that is developed by Imai...

bnlearn
 Referenced in 46 articles
[sw08265]
 tests. The Naive Bayes and the TreeAugmented Naive Bayes (TAN) classifiers are also implemented ... utility functions (model comparison and manipulation, random data generation, arc orientation testing, simple and advanced...

Augmentor
 Referenced in 2 articles
[sw28298]
 Image Augmentation Library for Machine Learning. The generation of artificial data ... based on existing observations, known as data augmentation, is a technique used in machine learning ... level API for the expansion of image data using a stochastic, pipelinebased approach which ... sampled from a distribution of augmented images at runtime. Augmentor provides methods for most standard...

batchgenerators
 Referenced in 2 articles
[sw32333]
 suit all our deep learning data augmentation needs. It is not (yet) perfect...

inorm
 Referenced in 2 articles
[sw24701]
 using the EM algorithm and a data augmentation MCMC). By default it uses a Windows...

DeepSentiPers
 Referenced in 1 article
[sw32537]
 Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus. This paper focuses ... architectures need to feed on big annotated data as well as an accurate design ... both cases. Second, we suggested three data augmentation techniques for the lowresources Persian sentiment ... word embedding methods show that our data augmentation methods and intended models successfully address...

Albumentations
 Referenced in 1 article
[sw32338]
 Albumentations: fast and flexible image augmentations. Data augmentation is a commonly used technique for increasing...

DDDAS
 Referenced in 29 articles
[sw18325]
 additional data into an executing application – these data can be archival or collected online ... promise of improving modeling methods, and augmenting the analysis and prediction capabilities of application simulations ... frameworks, algorithms tolerant to perturbations from dynamic data injection and steering, and systems software...

Vipers
 Referenced in 2 articles
[sw13034]
 VIPERS: a data flow visual programming environment based on the Tcl language. This paper presents ... visual programming environment, based on an augmented dataflow model. The novel design peculiarity...

tglm
 Referenced in 1 article
[sw27007]
 Gibbs sampler with PolyaGamma data augmentation to fit logistic and probit regression under independent...

HOMPACK90
 Referenced in 45 articles
[sw00412]
 differential equation based, normal flow, quasiNewton augmented Jacobian matrix – are provided for tracking homotopy ... games, support for several sparse matrix data structures, and new iterative algorithms for large sparse...

UNet
 Referenced in 1 article
[sw33176]
 relies on the strong use of data augmentation to use the available annotated samples more...

Mrnet
 Referenced in 3 articles
[sw09057]
 tool builders to incorporate custom data reductions to augment its collection of builtin reductions ... MRNet not only for multicast and simple data reductions but also with custom histogram...

Filaments
 Referenced in 5 articles
[sw04841]
 focusing on how to augment Filaments to automatically place data on processors (in the Adapt...

ToXgene
 Referenced in 8 articles
[sw12723]
 declarative, and thus speed up the data generation cycle; general enough to produce fairly complex ... Schema notation augmented with annotations for specifying certain properties of the intended data, such...

BIONJ
 Referenced in 29 articles
[sw08301]
 based on a simple model of sequence data. We propose an improved version ... finding the correct tree may be augmented by as much as 15%. (http://mbe.oxfordjournals.org/content/14/7/685.short)...

simPop
 Referenced in 3 articles
[sw23153]
 protected data, and as a tool to create ”augmented datasets” to serve as input...

broom
 Referenced in 4 articles
[sw18937]
 statistical analysis objects from R into tidy data frames, so that they can more easily ... regression; augment, which adds columns to the original data such as predictions, residuals and cluster...