unsupervised-learning topic

List unsupervised-learning repositories

image_similarity

242
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58
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PyTorch Blog Post On Image Similarity Search

disentangling-vae

771
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145
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Experiments for understanding disentanglement in VAE latent representations

kwx

67
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10
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BERT, LDA, and TFIDF based keyword extraction in Python

FEGAN

40
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5
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Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).

treecut

28
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10
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Find nodes in hierarchical clustering that are statistically significant

Similarity-Adaptive-Deep-Hashing

26
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19
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Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

self-supervised-relational-reasoning

141
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24
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Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

awesome-community-detection

2.3k
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361
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A curated list of community detection research papers with implementations.

BoostedFactorization

33
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13
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An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

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).