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Search results for embeddings dimensionality reduction
dimensionality-reduction
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embeddings
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4 search results found
Awesome Community Detection
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2,232
A curated list of community detection research papers with implementations.
Opentsne
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1,295
Extensible, parallel implementations of t-SNE
Pymde
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480
Minimum-distortion embedding with PyTorch
Danmf
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187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Parametricumap_paper
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112
Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Bane
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86
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
Asne
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76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Tsne Viz
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69
Python Wrapper for t-SNE Visualization
Csn
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37
Interactive Visualization Interface for Multidimensional Datasets
Fastlapmap
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9
Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.
Simba
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9
SIMBA: SIngle-cell eMBedding Along with features
2d_text_clustering
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8
Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents
Flameplot
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7
flameplot is a python package for the quantification of local similarity across two maps or embeddings.
Embed Dive
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6
A tool that performs 3D embedding of data and provides interactive visualization.
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