dimensionality-reduction topic

List dimensionality-reduction repositories

DANMF

201
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40
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A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

datasets

592
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83
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A repository of pretty cool datasets that I collected for network science and machine learning research.

bhtsne

61
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8
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Parallel Barnes-Hut t-SNE implementation written in Rust.

dimRed

72
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15
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A Framework for Dimensionality Reduction in R

awesome-single-cell

2.9k
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929
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Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

minisom

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415
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:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

simpsom

155
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38
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Python library for Self-Organizing Maps

siamesenetwork-tensorflow

282
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83
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Using siamese network to do dimensionality reduction and similar image retrieval

pytorch_cpp

239
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52
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Deep Learning sample programs using PyTorch in C++