high-dimensional-data topic

List high-dimensional-data repositories

dimRed

72
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15
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A Framework for Dimensionality Reduction in R

vald

1.5k
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70
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Vald. A Highly Scalable Distributed Vector Search Engine

MinkowskiEngine

2.3k
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340
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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

hypertools

1.8k
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161
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A Python toolbox for gaining geometric insights into high-dimensional data

hdmedians

69
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14
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High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.

datamicroarray

101
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40
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A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

EMBEDR

29
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2
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Statistical quality evaluation of dimensionality reduction algorithms

scikit-hubness

44
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10
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A Python package for hubness analysis and high-dimensional data mining