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  "Title": "Intrinsic Dimension Estimation",
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  "Author": "Kerstin Johnsson, Lund University",
  "Maintainer": "Kerstin Johnsson <kerstin.johnsson@hotmail.com>",
  "Description": "A variety of methods for estimating intrinsic dimension of\ndata sets (i.e the manifold or Hausdorff dimension of the\nsupport of the distribution that generated the data) as\nreviewed in Johnsson, K. (2016, ISBN:978-91-7623-921-6) and\nJohnsson, K., Soneson, C. and Fontes, M. (2015)\n<doi:10.1109/TPAMI.2014.2343220>. Furthermore, to evaluate the\nperformance of these estimators, functions for generating data\nsets with given intrinsic dimensions are provided.",
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    "m15Manifold",
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    "maxLikLocalDimEst",
    "maxLikPointwiseDimEst",
    "mHeinManifold",
    "neighborhoods",
    "oblongNormal",
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    "pcaOtpmPointwiseDimEst",
    "pointwiseIntrinsicDimension",
    "swissRoll",
    "swissRoll3Sph",
    "twinPeaks"
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      "title": "Intrinsic Dimension Estimation and Data on Manifolds",
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      "title": "Add Noise to Data Set",
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      "title": "Turn a local estimator into a pointwise estimator",
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      "title": "Corner Plane",
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      "title": "Piece of Noisy Hyperplane",
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      "page": "cuthsphere",
      "title": "Piece of Noisy Hypersphere",
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    {
      "page": "DANCo",
      "title": "Dimension Estimation With the DANCo and MIND Methods",
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    {
      "page": "ESS",
      "title": "Expected Simplex Skewness Local Dimension Estimation",
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      "title": "ESS Reference Values",
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    {
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      "title": "Hypercube",
      "topics": [
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        "hyperCubeEdges",
        "hyperCubeFaces"
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      "page": "ide",
      "title": "Intrinsic Dimension Estimation",
      "topics": [
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        "localIntrinsicDimension",
        "pointwiseIntrinsicDimension"
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    },
    {
      "page": "kNN",
      "title": "Dimension Estimation from kNN Distances",
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        "isotropicNormal"
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      "title": "Dimension Estimation via Translated Poisson Distributions",
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        "maxLikGlobalDimEst",
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