intrinsic-dimension

There are 0 repository under intrinsic-dimension topic.

• sissa-data-science / DADApy

  Distance-based Analysis of DAta-manifolds in python

  pythonintrinsic-dimensiondensity-estimationmanifoldsdensity-based-clusteringdata-sciencedata-analysismachine-learning
  Language:Python 97

• stat-ml / GeoMLE

  This repo contains code for GeoMLE intrinsic dimension estimation algorithm

  intrinsic-dimensionmanifold-learningmaximum-likelihood-estimation
  Language:Jupyter Notebook 19

• mazurowski-lab / intrinsic-properties

  (ICLR 2024) Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.

  generalizationintrinsic-dimensionlabel-sharpnessmedical-image-analysispytorch
  Language:Python 11

• AntoAndGar / Intrinsic-Dimension

  Code implementing the paper "Measuring intrinsic dimension of objective landscapes" to perform some research

  deep-learningintrinsic-dimensionpaper-implementationspytorch
  Language:Jupyter Notebook 7

• mazurowski-lab / radiologyintrinsicmanifolds

  (MICCAI 2022) Code for "The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning" (intrinsic dimensions)

  deep-learningintrinsic-dimensionmedical-image-analysismedical-image-processingradiology
  Language:Jupyter Notebook 6

• AlonNT / Thesis

  Code related to my MSc thesis

  deep-learningintrinsic-dimensionself-supervised-learningpytorchpytorch-lightning
  Language:TeX 2

• jeangolay / IDmining

  Intrinsic Dimension for Data Mining

  data-miningfeature-selectionintrinsic-dimensionmorisita-estimator
  Language:R 1
• mbl-intrinsicDim

  tonton-golio / mbl-intrinsicDim

  Investigation of intrinsic dimension as a phase transition maker.

  mblintrinsic-dimensionphysicsunsupervised-learning
  Language:Jupyter Notebook 1

• Trisha11r / Visual_Data_Analytics_Basics

  d3jsd3-visualizationhtml-css-javascriptflask-applicationflask-servervisualizationdata-sciencedata-visualizationspca-analysisscreeplotscatter-plotscatterplot-visualizationscatterplot-matrixbarchartmdsdimensionality-reductionintrinsic-dimension
  Language:HTML 1