Topic: "deep-clustering"
yueliu1999/Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
Language: Python - Size: 1.01 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 921 - Forks: 147
bdy9527/SDCN
Structural Deep Clustering Network
Language: Python - Size: 88.3 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 274 - Forks: 72
yueliu1999/HSAN
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
Language: Python - Size: 1.14 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 252 - Forks: 37
yueliu1999/DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
Language: Python - Size: 10.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 196 - Forks: 28
JusperLee/Deep-Clustering-for-Speech-Separation
Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation
Language: Python - Size: 94.7 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 131 - Forks: 24
thuiar/OKD-Reading-List
Papers for Open Knowledge Discovery
Language: TeX - Size: 268 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 113 - Forks: 23
Marigoldwu/PyDGC
A Unified Library for Deep Graph Clustering
Language: Python - Size: 100 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 111 - Forks: 14
Deepayan137/DeepClustering
A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.
Language: Python - Size: 23.4 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 76 - Forks: 23
WxTu/DFCN
AAAI 2021-Deep Fusion Clustering Network
Language: Python - Size: 27.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 70 - Forks: 7
HIK-LAB/Unsupervised-Image-Classification
A very simple self-supervised image classification framework!
Language: Python - Size: 91.8 KB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 49 - Forks: 6
FabianFalck/mfcvae
Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings of data.
Language: Python - Size: 36.9 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 40 - Forks: 8
ZhihaoPENG-CityU/MM21---AGCN
The code of AGCN (Attention-driven Graph Clustering Network), which is accepted by ACM MM 2021.
Language: Python - Size: 68.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 27 - Forks: 3
waynezhanghk/gactoolbox
Graph Agglomerative Clustering (GAC) toolbox
Language: C++ - Size: 113 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 26 - Forks: 16
parasdahal/deepclustering
Author implementation of deep clustering model from the paper "Learning Embedding Space for Clustering From Deep Representations".
Language: Python - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 8
waynezhanghk/gacluster
Graph Agglomerative Clustering Library
Language: MATLAB - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 6
tntek/N2DCX
Official implementation for [N2DCX] Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
Language: Python - Size: 3.13 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 0
shashikg/X-Vector-Based-Speaker-Diarization
Course project for EE698R (2020-21 Sem 2). An X-Vector Based Speaker Diarization System with AutoEncoder based clustering method. Also supports spectral and KMeans clustering method.
Language: Jupyter Notebook - Size: 97 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 14 - Forks: 0
ZJU-DAILY/E2DTC
Source code for E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021.
Language: Python - Size: 63.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 6
juselara1/dmae
TensorFlow implementation of the Dissimilarity Mixture Autoencoder: https://arxiv.org/abs/2006.08177
Language: Python - Size: 9.94 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 4
Mr-SGXXX/Clustering
The collection and reproduction code of the clustering methods I have known
Language: Python - Size: 53.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 1
goamegah/pytorch-stc
PyTorch implementation of Self-training approch for short text clustering
Language: Python - Size: 16.9 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 0
XiplusChenyu/Vocal-Track-Extraction-Deep-Learning
This is a project for Columbia Research Project
Language: Jupyter Notebook - Size: 158 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0
HHU-MMBS/TEMI-official-BMVC2023
[BMVC2023] Official code for TEMI: Exploring the Limits of Deep Image Clustering using Pretrained Models
Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0
yisiyu95/R2FGC
[Accepted by TNNLS] Source Code for Relational Redundancy-Free Graph Clustering
Language: Python - Size: 23.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 2
dung321046/ConstrainedClusteringViaPostProcessing
Submission for DS 2020
Language: Python - Size: 18.1 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0
GraphEoM/GSCAN
GSCAN: Graph Stability Clustering using Edge-Aware Excess-of-Mass
Language: Python - Size: 3.37 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2
mieskolainen/hypertrack
HyperTrack: Neural Combinatorics for High Energy Physics [arXiv:2309.14113]
Language: Python - Size: 2.83 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
tchewik/unsupervised_openie
Deep clustering for relation extraction
Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
aciobanusebi/deep-clustering
Language: Jupyter Notebook - Size: 198 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1
remahini/Deep_Clustering
Deep Clustering for TW Determination of an ERP Component
Language: R - Size: 97.7 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0
Ghiara/diva
DIVA: A Dirichlet Process Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder
Language: Jupyter Notebook - Size: 61.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
carlescn/MSc_bioinformatics_thesis
This repository contains my implementation of some deep clustering models written for my MSc thesis.
Language: Jupyter Notebook - Size: 808 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
Zarmina97/DBC_Ai_industry
Discriminately Boosted Clustering (DBC) builds on DEC by using convolutional autoencoder instead of feed forward autoencoder. It uses the same training scheme, reconstruction loss and cluster assignment hardening loss as DEC. DBC achieves good results on image datasets because of its use of convolutional neural network.
Language: Jupyter Notebook - Size: 23.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
DolbyUUU/Deep-Clustering-Economic-Preferences
A comprehensive study and implementation of clustering algorithms for economic preference analysis using generative and deep learning models, including Gaussian Mixture Models (GMM), Wishart Mixture Models (WMM), and Variational Deep Embedding (VaDE).
Language: Python - Size: 1.11 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
riskaudit/DeepC4
Deep Conditional Census-Constrained Clustering (DeepC4) for Large-scale Multi-task Disaggregation of Urban Morphology
Language: QML - Size: 64.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
jamiestephens/tideprediction
Jupyter notebooks for predicting tides, using unsupervised neural net clustering.
Language: Jupyter Notebook - Size: 1.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
AhmetSelimPehlivan/Agri-Land-Detection
Suitable Agriculture Land Detection from Satellite Imaginary with Deep Clustering
Language: Jupyter Notebook - Size: 5.63 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
rabihchamas/Classifier-Aligner
This repository contains an implementation of a deep learning architecture designed for unsupervised or self-supervised classification tasks. The architecture consists of two components: a classifier and an aligner.
Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
