• GoSam

  • Referenced in 27 articles [sw07310]
  • using either D-dimensional integrand-level decomposition or by tensor reduction. GoSam can be used...
  • catch22

  • Referenced in 5 articles [sw41877]
  • CAnonical Time-series CHaracteristics, catch22. This dimensionality reduction, from 4791 to 22, is associated with...
  • pyDML

  • Referenced in 3 articles [sw35421]
  • also has other applications, like dimensionality reduction. The pyDML package currently provides more than ... categorized, according to their purpose, in: dimensionality reduction algorithms, algorithms to improve nearest neighbors...
  • FST

  • Referenced in 4 articles [sw25371]
  • classical and new methods suitable for dimensionality reduction, classification and data representation. Examples of solved...
  • ANTsR

  • Referenced in 4 articles [sw25746]
  • imaging-specific data representations, spatially regularized dimensionality reduction and segmentation tools. See also the Neuroconductor...
  • HyperTools

  • Referenced in 2 articles [sw18876]
  • primary approach is to use dimensionality reduction techniques (Pearson, 1901; Tipping & Bishop, 1999) to embed ... trajectory, HyperTools uses dimensionality reduction algorithms to create similar 2D and 3D trajectories for time ... visualized as animations. These same dimensionality reduction and alignment algorithms can also reveal structure ... explore data through trajectories and low-dimensional embeddings can reveal deep insights into datasets across...
  • coDaPack

  • Referenced in 6 articles [sw09297]
  • studies. In particular, descriptive methods of reduction of dimensionality as the biplot or Principal Component...
  • Eigen-GNN

  • Referenced in 2 articles [sw38084]
  • treating GNNs as a type of dimensionality reduction and expanding the initial dimensionality reduction bases...
  • TriMap

  • Referenced in 2 articles [sw41209]
  • TriMap: Large-scale Dimensionality Reduction Using Triplets. We introduce “TriMap”; a dimensionality reduction technique based...
  • dyndimred

  • Referenced in 2 articles [sw33012]
  • package dyndimred: Dimensionality Reduction Methods in a Common Format. Provides a common interface for applying ... dimensionality reduction methods, such as Principal Component Analysis (’PCA’), Independent Component Analysis (’ICA’), diffusion maps...
  • MotionCharts

  • Referenced in 3 articles [sw27845]
  • multivariate data, without preprocessing by dimensionality reduction, remains a nearly insurmountable challenge. The Statistics Online ... visualization tool enables the visualization of high-dimensional longitudinal data. SOCR Motion Charts allows mapping...
  • Intrinsic-Dimension

  • Referenced in 3 articles [sw39926]
  • This observation justifies the use of dimensionality reduction approaches to model complex systems and motivates ... maximum and exploit its dependency on the dimensionality to obtain an ID estimate. We show...
  • dml

  • Referenced in 3 articles [sw20804]
  • widely applied in feature extraction, dimensionality reduction, clustering, classification, information retrieval, and computer vision problems...
  • freqdom

  • Referenced in 3 articles [sw32409]
  • tools. These frequency domain methods for dimensionality reduction of multivariate time series were introduced...
  • Mash

  • Referenced in 3 articles [sw28785]
  • using MinHash. Mash extends the MinHash dimensionality-reduction technique to include a pairwise mutation distance...
  • BDSVDX

  • Referenced in 3 articles [sw35942]
  • analysis and scientific computing applications, including dimensionality reduction, data compression and clustering, and computation...
  • HDclassif

  • Referenced in 19 articles [sw11114]
  • data live in different subspaces with low dimensionality proposing a new parametrization of the Gaussian ... model which combines the ideas of dimension reduction and constraints on the model...
  • FIt-SNE

  • Referenced in 2 articles [sw34901]
  • highly successful method for dimensionality reduction and visualization of high dimensional datasets. A popular implementation...
  • drtoolbox

  • Referenced in 1 article [sw39922]
  • drtoolbox: Matlab Toolbox for Dimensionality Reduction. The Matlab Toolbox for Dimensionality Reduction contains Matlab implementations ... techniques for dimensionality reduction and metric learning. A large number of implementations was developed from...
  • openTSNE

  • Referenced in 2 articles [sw41212]
  • Embedding (t-SNE) [1], a popular dimensionality-reduction algorithm for visualizing high-dimensional data sets...