dimensionality-reduction topic

List dimensionality-reduction repositories

smallvis

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R package for dimensionality reduction of small datasets

scHPF

63
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10
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Single-cell Hierarchical Poisson Factorization

All codes, both created and optimized for best results from the SuperDataScience Course

EMBEDR

29
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2
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Statistical quality evaluation of dimensionality reduction algorithms

ml-algorithms-on-scikit-and-keras

17
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10
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Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..

tsNET

30
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7
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Source code accompanying the submission to EuroVis 2017

sef

28
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3
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A Python Library for Similarity-based Dimensionality Reduction

TensorFlow2.0_Notebooks

38
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22
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Implementation of a series of Neural Network architectures in TensorFow 2.0

ReductionWrappers

36
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R wrappers to connect Python dimensional reduction tools and single cell data objects (Seurat, SingleCellExperiment, etc...)