unsupervised-clustering topic

List unsupervised-clustering repositories

SpectralCluster

493
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73
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Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

PiCIE

190
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33
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PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

nQuantCpp

104
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9
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nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.

rastermap

164
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41
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a visualization method for neural data

HSOM

59
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10
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Hierarchical self-organizing maps for unsupervised pattern recognition

clusteval

52
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8
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Clusteval provides methods for unsupervised cluster validation

kshape-matlab

53
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39
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Matlab implementation for k-Shape

soinn

15
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1
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SOINN / 聚类 / 无监督聚类 / 快速 / clustering / unsupervised clustering / fast

pytorch-vector-quantization

24
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7
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A Pytorch Implementations for Various Vector Quantization Methods

robust_EM_for_gmm

20
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3
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MS Yang, A robust EM clustering algorithm for Gaussian mixture models, Pattern Recognit., 45 (2012), pp. 3950-3961