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GitHub topics: leiden-algorithm

epigen/unsupervised_analysis

A general purpose Snakemake workflow and MrBiomics module to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.

Language: Python - Size: 56 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 26 - Forks: 4

neesjanvaneck/networkanalysis-ts

TypeScript port of the Java networkanalysis package that provides data structures and algorithms for network analysis.

Language: TypeScript - Size: 797 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 0

xvi-xv-xii-ix-xxii-ix-xiv/xgraph

A comprehensive Rust library providing efficient graph algorithms for solving real-world problems in social network analysis, transportation optimization, recommendation systems, and more

Language: Rust - Size: 160 KB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

GiatrasKon/Gastric-Cancer-scRNAseq-Analysis

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.

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

lucaslopes/hedonic

Hedonic Game Theory for Community Detection

Language: Python - Size: 118 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

CWTSLeiden/publicationclassification

Java package for creating a multi-level classification of scientific publications based on citation links between publications.

Language: Java - Size: 277 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

owaisahmadlone/INNOV8-2.0-FINALS-TEHREEQ

Our Submission in Finals of the INNOV8-2.0 Competition held by Eightfold.AI at IIT Delhi. The repository explores an AI based resume and recommendations screener called SATYA which employs various techniques to score resumes with a fraud score (implying the degree of fraud in a resume)

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

UVA-LavaLab/GraphBrew

Brewing GAPBS with vertex reordering and graph segmentation

Language: C++ - Size: 3.42 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 2

barahona-research-group/PyGenStability

PyGenStability: Multiscale community detection with generalized Markov Stability

Language: C++ - Size: 19.1 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 27 - Forks: 12

yottoo/JuliaCommunity

A julia wrapper for Leiden algorithm to discover and plot the communities of a network.

Language: Julia - Size: 107 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 2

MiqG/leiden_clustering

Cluster your data matrix with the Leiden algorithm.

Language: Python - Size: 5.86 KB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

CWTSLeiden/networkanalysis

Java package that provides data structures and algorithms for network analysis.

Language: Java - Size: 594 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 136 - Forks: 34

gurbaaz27/cs690a-clustering-spatial-transcriptomics-data

Course Assignment on Clustering of Spatial Transcriptomics Data

Language: Jupyter Notebook - Size: 62.2 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

KangboLu/Graph-Analysis-with-NetworkX

:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 8

Related Keywords
leiden-algorithm 14 clustering 9 community-detection 8 louvain-algorithm 6 network-analysis 4 clustering-algorithm 4 graph-algorithms 3 vos-technique 2 mapping 2 layout-algorithm 2 layout 2 python 2 umap 2 graph 2 pca 2 graph-analysis 2 graph-theory 2 java 2 pagerank 1 rabbitorder 1 p-opt 1 reordering 1 sssp 1 tc 1 triangle 1 gorder 1 tutorial 1 gapbs 1 dbg 1 counting 1 corder 1 connected-components 1 caching 1 bfs 1 rag 1 nlp 1 llm 1 knowledge-graph 1 chatbot-application 1 chatbot 1 scientific-publications 1 pandas 1 numpy 1 networkx 1 matplotlib 1 igraph 1 visium 1 variational-inference 1 variational-autoencoders 1 variational-autoencoder 1 transcriptomics 1 spatial-transcriptomics 1 rna-seq 1 k-means-clustering 1 gene-expression 1 deep-learning 1 computational-genomics 1 computational-biology 1 cancer-genomics 1 data-mining 1 network-visualization 1 leidenalg 1 julialang 1 python3 1 multiscale 1 publication-classification 1 rust 1 multigraph 1 heterogeneous 1 graph-processing 1 directed-graph 1 dijkstra 1 bridge-detection 1 adjacency-matrix 1 typescript 1 workflow 1 visualization 1 unsupervised-learning 1 snakemake 1 principal-component-analysis 1 high-dimensional-data 1 heatmap 1 dimensionality-reduction 1 densmap 1 data-visualization 1 data-science 1 clustree 1 cluster-validation 1 cluster-analysis 1 multi-level-classification 1 citation-links 1 stochastic-block-model 1 planted-l-partition 1 hedonic-games 1 hedonic 1 game-theory 1 community-structure 1 ward-linkage 1 tsne 1 spectral-clustering 1