• Intrinsic-Dimension

  • Referenced in 3 articles [sw39926]
  • Intrinsic-Dimension: Python code for intrinsic dimension estimation of generic datasets, from the paper: Daniele ... Granata, Vincenzo Carnevale ”Accurate estimation of intrinsic dimension using graph distances: unraveling the geometric complexity ... develop a novel estimator for the intrinsic dimension (ID). By approximating geodesics with minimum distance ... depend on the shape of the intrinsic manifold and is highly accurate, even for exceedingly...
  • Rdimtools

  • Referenced in 4 articles [sw33011]
  • linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also...
  • ider

  • Referenced in 2 articles [sw37517]
  • package ider: Various Methods for Estimating Intrinsic Dimension. An implementation of various methods for estimating ... intrinsic dimension of vector-valued dataset or distance matrix. Most methods implemented are based...
  • pyFCI

  • Referenced in 1 article [sw39925]
  • package for multiscale-full-correlation-integral intrinsic dimension estimation. Python code for the paper ”Intrinsic ... problem known in the literature as intrinsic dimension estimation. All the existing intrinsic dimension estimators ... dimensionality. Here we introduce a new intrinsic dimension estimator that leverages on simple properties ... providing accurate estimates of the intrinsic dimension of extremely curved manifolds. We test the method...
  • intRinsic

  • Referenced in 1 article [sw37515]
  • model-based estimation of the intrinsic dimension of a dataset. The estimation of the intrinsic ... likelihood-based estimators of the intrinsic dimension of a dataset. In detail, the methods included ... into two categories: homogeneous and heterogeneous intrinsic dimension estimators. The first category contains ... employ the package to study the intrinsic dimension of the Alon dataset, obtained from...
  • scikit-dimension

  • Referenced in 1 article [sw39920]
  • Scikit-dimension: a Python package for intrinsic dimension estimation. Dealing with uncertainty in applications ... data critically depends on the knowledge of intrinsic dimensionality (ID). A number of methods have ... open-source Python package for intrinsic dimension estimation. scikit-dimension package provides a uniform implementation ... interface to evaluate global and local intrinsic dimension, as well as generators of synthetic...
  • intrinsicDimension

  • Referenced in 1 article [sw37518]
  • package intrinsicDimension: Intrinsic Dimension Estimation. A variety of methods for estimating intrinsic dimension of data ... sets (i.e the manifold or Hausdorff dimension of the support of the distribution that generated ... generating data sets with given intrinsic dimensions are provided...
  • lle

  • Referenced in 1 article [sw38367]
  • like subset selection, calculation of the intrinsic dimension...
  • GeoMLE

  • Referenced in 0 articles [sw39924]
  • Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension. The existing approaches to intrinsic dimension estimation ... standard maximum likelihood estimate of intrinsic dimension for flat manifolds. The proposed algorithm (GeoMLE) realizes...
  • OpenVolumeMesh

  • Referenced in 6 articles [sw12778]
  • dimension (n-1). These incidence relations are called the top-down incidences. They are intrinsic ... which means that for each entity of dimension n, we also store handles to incident...
  • hyper.fit

  • Referenced in 0 articles [sw16133]
  • dimension dataset. All fits include intrinsic scatter in the generative model orthogonal to the hyperplane...
  • Algorithm 1013

  • Referenced in 2 articles [sw41107]
  • simulation of second-order stationary and intrinsic (i.e., with second-order stationary increments or generalized ... number of vector components, workspace dimension, number and geometrical configuration of the target locations...
  • LAPACK

  • Referenced in 1702 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Macaulay2

  • Referenced in 1923 articles [sw00537]
  • Macaulay2 is a software system devoted to supporting...
  • Magma

  • Referenced in 3315 articles [sw00540]
  • Computer algebra system (CAS). Magma is a large...
  • Maple

  • Referenced in 5373 articles [sw00545]
  • The result of over 30 years of cutting...
  • Mathematica

  • Referenced in 6355 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 13544 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • mclust

  • Referenced in 309 articles [sw00563]
  • R package mclust: Normal Mixture Modeling for Model...
  • PHCpack

  • Referenced in 236 articles [sw00705]
  • Algorithm 795: PHCpack: A general-purpose solver for...