Projects in Awesome Lists tagged with spectral-clustering

https://github.com/kzampog/cilantro

A lean C++ library for working with point cloud data

3d 3d-visualization clustering convex convex-hull icp iterative-closest-point k-means mds mean-shift model-fitting non-rigid-registration pca point-cloud ransac reconstruction registration rgbd segmentation spectral-clustering

Last synced: 15 Dec 2024

https://github.com/shobrook/communities

Library of community detection algorithms and visualization tools

bron-kerbosch-algorithm community community-detection girvan-newman-algorithm graph graph-algorithms louvain spectral-clustering

Last synced: 15 Dec 2024

https://github.com/wq2012/spectralcluster

Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

auto-tune clustering constrained-clustering machine-learning python speaker-diarization spectral-clustering unsupervised-clustering unsupervised-learning

Last synced: 19 Dec 2024

https://github.com/youweiliang/ConsistentGraphLearning

MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"

clustering clustering-algorithm graph-learning multi-view-clustering multiview-clustering multiview-learning spectral-clustering

Last synced: 30 Oct 2024

https://github.com/saman-nia/deep-neural-networks-for-clustering

Deep Learning Clustering with Tensor-Flow in Python

autoencoder autoencoder-clustering deep-learning deep-neural-networks k-means-clustering machine-learning spectral-clustering tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/neonwatty/spectral-clustering-demo

A fun review of spectral clustering with MATLAB demos I made for the NU machine learning meetiup in 2014

clustering-algorithm lecture-notes matlab spectral-clustering

Last synced: 27 Oct 2024

https://github.com/timothewt/advancedgraphclustering

Advanced Graph Clustering method documentation and implementation (From Spectral Clustering to Deep Graph Clustering)

arga clustering deep-graph-clustering dgae gae graph graph-clustering graph-convolutional-networks graph-neural-networks louvain-algorithm markov-clustering mvgrl spectral-clustering stochastic-block-model unsupervised-learning

Last synced: 17 Nov 2024

https://github.com/utrechtuniversity/scca

Spectral Clustering Correspondence Analysis

correspondence-analysis spectral-clustering utrecht-university

Last synced: 22 Nov 2024

https://github.com/adriacabeza/graphclustering

:milky_way: Method to partition large networks into communities

clustering-methods graphs large-network python3 spectral-clustering

Last synced: 12 Nov 2024

https://github.com/surajiyer/topic-analysis

Python library to perform topic detection on textual data that are generated over time.

agglomerative-clustering gaussian-mixture-models nlp spacy spectral-clustering textual-data topic-analysis topic-modeling

Last synced: 10 Dec 2024

https://github.com/sayamalt/bank-customer-segmentation

Successfully established a clustering model which can categorize the customers of a renowned Indian bank into several distinct groups, based on their behavior patterns and demographic details.

agglomerative-clustering clustering data-visualization dbscan-clustering exploratory-data-analysis feature-engineering kmeans-clustering model-optimization spectral-clustering unsupervised-machine-learning

Last synced: 07 Nov 2024

https://github.com/msikorski93/wine-data-clustering

The goal of this notebook was to introduce and perform clustering algorithms on white wine dataset.

agglomerative-algorithm clustering k-means-clustering spectral-clustering unsupervised-machine-learning

Last synced: 11 Nov 2024

https://github.com/geraked/complex-networks

Implementation of Complex Networks Algorithms

amirkabir-university community-detection complex-network complex-networks complex-networks-from-scratch complex-neural-networks cs224w geraked gnn graph-algorithms graph-neural-networks heterogeneous-graph-neural-network influence-maximization outbreak-detection rabist spectral-clustering

Last synced: 09 Nov 2024

https://github.com/fork123aniket/graph-clustering-using-graph-neural-networks-from-scratch

Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch

graph-clustering graph-neural-networks graph-pooling pytorch pytorch-geometric pytorch-implementation spectral-clustering spectral-models

Last synced: 15 Nov 2024

https://github.com/giatraskon/gastric-cancer-scrnaseq-analysis

This repository contains the code and data for the recreation and enrichment of the gastric (GC) cancer single-cell RNA-seq (scRNA-seq) data analysis pipeline described in the "Comprehensive analysis of metastatic gastric cancer tumour cells using single‑cell RNA‑seq" by Wang B. et. al, using the raw counts matrix they provide.

average-linkage clustering gastric-cancer gmm-clustering leiden-algorithm louvain-algorithm machine-learning pca python sc-rna-seq sc-rna-seq-analysis scanpy single-cell-rna-seq spectral-clustering tsne umap ward-linkage

Last synced: 13 Dec 2024

https://github.com/zhiwu-zhang-lab/genetic_spectral_autoencoder

This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data

auto-encoder auto-encoders autoencoder autoencoders dimensionality-reduction genetics genomics gwas keras machine-learning machine-learning-algorithms nir nonlinear population-structure spectral-analysis spectral-clustering unsupervised unsupervised-clustering unsupervised-learning unsupervised-machine-learning

Last synced: 21 Nov 2024

https://github.com/bjam24/bank_customer_segmentation_methods

The main goal of this project is to use various Clustering Methods for Bank Customer Segmentation.

affinity-propagation agglomerative-clustering aic bank-customer-analysis bic biplot clustering clustering-algorithm clustering-methods dbscan-clustering dendrogram finance finances gaussian-mixture-models kmeans-clustering pca python segmentation silhouette-score spectral-clustering

Last synced: 01 Dec 2024

https://github.com/gtsitsik/multi-graph-explorer

A framework for advanced multi-graph analysis and method development

graph-algorithms matlab matlab-gui multi-graph multi-view-clustering multilayer-networks multiplex-networks spectral-clustering tensor-decomposition visualization

Last synced: 12 Dec 2024