prototype-selection

There are 0 repository under prototype-selection topic.

• WinnER

  Nikoletos-K / WinnER

  A Winner-Take-All Hashing-Based Unsupervised Model for Entity Resolution Problems. [B. Sc. Thesis]

  entity-resolutionnlpjedailocality-sensitive-hashingmachine-learningoptunaprototype-selectionwtablockingdeduplicationentity-matchinglink-discoverypattern-recognitionpython
  Language:Jupyter Notebook 5

• mohaslani / BPLSH

  A new fast instance selection method for machine learning.

  big-datamachine-learning-algorithmsdata-reductionlocality-sensitive-hashingsupport-vector-machinesinstance-selectionprototype-selection
  Language:MATLAB 4

• sadit / KCenters.jl

  A library gathering diverse algorithms for clustering, similarity search, prototype selection, and data encoding based on k-cluster algorithms.

  encodingprototype-selectionk-centersclustering-algorithms
  Language:Julia 3

• bghojogh / Principal-Sample-Analysis

  The code for Principal Sample Analysis (PSA) for prototype selection and instance ranking

  principal-sample-analysisprototype-selectioninstance-rankingdata-reduction
  Language:Python 2

• bghojogh / Prototype-Selection-Matrix-Decomposition

  The code for prototype selection and instance ranking using matrix decomposition and subspace learning

  prototype-selectioninstance-rankingmatrix-decompositionsubspace-learningprincipal-component-analysisfisher-discriminant-analysisqr-decompositionnmf-decompositiondictionary-learningdata-reduction
  Language:Python 2

• XinyuanWangCS / LatentKMeansPrototypeSelection

  This is a course project to select a subset of data to build an efficient nearest neighbor classifier. Choosing a representative subset of "prototypes" from the training set is crucial for accelerating nearest neighbor classifiers. This project proposes projecting the data into a latent space using a pretrained embedder.

  image-classificationkmeans-clusteringnearest-neighbours-classifierprototype-selection
  Language:Jupyter Notebook 2

• bghojogh / Curvature-Anomaly-Detection

  The code for Curvature Anomaly Detection (CAD), kernel CAD, inverse CAD (iCAD), and kernel iCAD for anomaly detection and prototype selection. It uses the theory of Polyhedron Curvature or angular defect of polyhedron.

  prototype-selectionanomaly-detectionnoise-removaldenoising-imagespolyhedroninstance-rankingdata-reduction
  Language:Python 1

• mohaslani / DR.LSH

  Fast instance selection method

  instance-selectionprototype-selectionlocality-sensitive-hashingmachine-learning-algorithmssupport-vector-machinesdata-reductionbig-data
  Language:MATLAB 1

• fatihaydin1 / BIRCH

  Border Instances Reduction using Classes Handily (BIRCH)

  machine-learninginstance-selectionprototype-selection
  Language:MATLAB

• fatihaydin1 / NIS

  Unsupervised instance selection via conjectural hyperrectangles

  machine-learninginstance-selectionprototype-selectionunsupervised-learning
  Language:MATLAB