Lists (8)
Code For Batch Clustering
Open source algorithms of static data clusteringCode For Deep Clustering
Open source algorithms of deep clusteringCode For GNNs
Open source algorithms of graph data clusteringCode For Spatial Clustering
Open source algorithms of spatial domain detection for spatial transcriptomicsCode For Stream Clustering
Open source algorithms of data stream clusteringDataset For SRT
Public dataset sources of spatial transcriptomicsDataset For Static/Batch
Public dataset sources of static/batch dataDataset For Stream
Public dataset sources of data streamStars
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
The official repos of "CONAN: Contrastive Fusion Networks for Multi-view Clustering".
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"
[TNNLS 2023] An official source code for paper "Simple Contrastive Graph Clustering".
PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf
Pytorch implementation of Improved Deep Embedded Clustering
PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.
Semi-supervised learning with graph embeddings
A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.
Implementation of Graph Convolutional Networks in TensorFlow
The source code for A fast granular-ball-based density peaks clustering algorithm for large scale data
Methods and Implements of Deep Clustering
Reproducible analyses for the NicheCompass manuscript
End-to-end analysis of spatial multi-omics data
STAIG: Spatial Transcriptomics Analysis via Image-Aided Graph Contrastive Learning for Deciphering and Alignment-Free Integration