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The Top 16 Deep Clustering Open Source Projects

Open source projects categorized as Deep Clustering
Categories > Deep Clustering
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 5 months ago
Sdcn ⭐ 248
Structural Deep Clustering Network
most recent commit a year ago
Dcrn ⭐ 126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
most recent commit a year ago
Okd Reading List ⭐ 113
Papers for Open Knowledge Discovery
most recent commit 6 months ago
Dfcn ⭐ 59
AAAI 2021-Deep Fusion Clustering Network
most recent commit a year ago
A Unified Framework For Deep Attribute Graph Clustering ⭐ 53
This project is a scalable unified framework for deep graph clustering.
most recent commit 6 months ago
Deep Clustering For Speech Separation ⭐ 46
Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation
most recent commit 4 years ago
Hsan ⭐ 35
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
most recent commit 2 years ago
Mfcvae ⭐ 31
[NeurIPS 2021] 🏁 Multi-Facet Clustering Variatonal Autoencoders (MFCVAE) 🏁 A class of variational autoencoders to find multiple disentangled clusterings of data. Official PyTorch implementation.
most recent commit 10 months ago
Gactoolbox ⭐ 20
Graph Agglomerative Clustering (GAC) toolbox
most recent commit 5 years ago
Mm21 Agcn ⭐ 18
The code of AGCN (Attention-driven Graph Clustering Network), which is accepted by ACM MM 2021.
most recent commit a year ago
Deepclustering ⭐ 11
A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.
most recent commit 5 years ago
Gacluster ⭐ 11
Graph Agglomerative Clustering Library
most recent commit 5 years ago
Dmae ⭐ 8
TensorFlow implementation of the Dissimilarity Mixture Autoencoder: https://arxiv.org/abs/2006.08177
most recent commit 3 years ago
Vocal Track Extraction Deep Learning ⭐ 5
This is a project for Columbia Research Project
most recent commit 5 years ago
Temi Official Bmvc2023 ⭐ 5
[BMVC2023] Official code for TEMI: Exploring the Limits of Deep Image Clustering using Pretrained Models
most recent commit 7 months ago
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