Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.
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Sep 4, 2024 - C++
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louvain-algorithm
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Java package that provides data structures and algorithms for network analysis.
java mapping clustering layout community-detection network-analysis clustering-algorithm layout-algorithm louvain-algorithm leiden-algorithm vos-technique
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Dec 19, 2023 - Java
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
machine-learning deep-learning clustering machine-learning-algorithms community-detection networkx kdd community-detection-algorithm igraph graph-clustering louvain-algorithm fuzzy-clustering ego-network louvain-community-detection louvain-method community-detection-evaluation ego-networks graph-clustering-algorithm fast-clustering persona-graph
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Mar 18, 2023 - Python
🎇 Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.
python tutorial graph-algorithms numpy community-detection pandas networkx graph-theory matplotlib network-analysis igraph graph-analysis louvain-algorithm leiden-algorithm
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Dec 5, 2021 - Jupyter Notebook
PyGenStability: Multiscale community detection with generalized Markov Stability
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Nov 14, 2024 - C++
A tool for community detection and evaluation in weighted networks with positive and negative edges
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May 26, 2024 - Java
Implements a generalized Louvain algorithm (C++ backend and Matlab interface)
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Sep 17, 2019 - C++
TypeScript port of the Java networkanalysis package that provides data structures and algorithms for network analysis.
typescript mapping clustering layout community-detection network-analysis clustering-algorithm layout-algorithm louvain-algorithm leiden-algorithm vos-technique
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Oct 18, 2022 - TypeScript
Probably the first scalable and open source triangle count based on each edge, on scala and spark for every Big Dataset. (Louvain)
data-science data-mining scala big-data spark sbt intellij bigdata community-detection louvain datamining triangle-counting louvain-algorithm louvain-community-detection louvain-method
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Aug 18, 2019 - Scala
Mapping Echo Chambers In Large Networks
twitter word2vec community-detection louvain echo-chamber louvain-algorithm louvain-community-detection large-network
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Nov 8, 2024 - Python
Analysis of the Symptoms-Disease Network database using communities.
disease network-analysis symptoms bipartite-graphs louvain-algorithm graph-networks disease-detection
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Jan 29, 2022 - Jupyter Notebook
Principle Component Analysis (PCA) with varimax rotation.
visualization data-mining data-visualization pca-analysis pca data-analysis modularity silhouette factor-analysis principal-component-analysis louvain-algorithm varimax dunnindex
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May 23, 2018 - Python
maintainance of the code for complex network analysis based modeling of Event Related Potential (ERP) electroencephalography (EEG) data from baby brain, can be applied to other data, including human brain.
neural-network community-detection data-visualization eeg neural-networks graph-theory eeg-signals modularity eeg-data eeg-headset connectome eeg-analysis small-world louvain-algorithm eeg-classification power-laws
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Oct 12, 2017 - Python
Advanced Graph Clustering method documentation and implementation (From Spectral Clustering to Deep Graph Clustering)
graph clustering gae unsupervised-learning stochastic-block-model graph-convolutional-networks graph-clustering spectral-clustering markov-clustering louvain-algorithm graph-neural-networks deep-graph-clustering mvgrl arga dgae
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Jun 1, 2024 - Jupyter Notebook
Course Assignment on Clustering of Spatial Transcriptomics Data
rna-seq deep-learning clustering computational-biology gene-expression cancer-genomics transcriptomics variational-inference variational-autoencoder k-means-clustering variational-autoencoders louvain-algorithm spatial-transcriptomics computational-genomics visium leiden-algorithm
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Nov 1, 2022 - Jupyter Notebook
Batched Graph Clustering using Louvain Method on multiple GPUs.
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Aug 1, 2024 - C++
Clustering and centrality analysis on PPI network
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Nov 22, 2022 - Python
Github users community detection
github golang github-api neo4j community-detection graph-clustering louvain-algorithm golang-module graph-clustering-algorithm
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Feb 7, 2020 - Go
Performance of Market States Based Trading Strategies (EPFL - Financial Big Data)
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Feb 1, 2024 - Jupyter Notebook
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