dimensionality-reduction topic

List dimensionality-reduction repositories

UMAP.jl

129
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Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

ManifoldLearning.jl

92
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22
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A Julia package for manifold learning and nonlinear dimensionality reduction

DruidJS

105
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9
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A JavaScript Library for Dimensionality Reduction

spotifav

56
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6
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🤘 Map out your musical taste on Spotify with machine learning

swne

102
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20
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Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets

SINE

71
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18
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A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

tldr

122
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3
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TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses

walklets

101
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22
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A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).