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skojaku/README.md

Hi there 🐛

banner that says Sadamori Kojaku - network science, science of science and graph embedding

I am an Assistant Professor at Binghamton University, working at the intersection of Network Science and Representation Learning.

See my profile at 👉 skojaku.github.io

Networks

code tags
Stacking model for link prediction #network-science/link-prediction
LFR network #network-science/community-detection
Element-centric similarity #network-science/community-detection
Planted partition model #network-science/community-detection
Statistical test for community detection #network-science/community-detection
Belief propagation algorithm #network-science/community-detection
Constructing networks from correlations #network-science/correlation-networks
Citation cartel detection #projects/citation-cartels
Core-periphery detection #projects/core-periphery
Long-term citation model #science-of-science #network-science/citation-dynamics
Disruption index #science-of-science #network-science/disruption-index
My collection of graph embedding #network-science/graph-embedding
residual2vec #network-science/graph-embedding
FastRP #network-science/graph-embedding

Machine Learning

code tags
Practical guide to sentence embedding #machine-learning/text-embedding
Multilabel classification algorithms based on k-nearest neighbor algorithms #machine-learning/classification
Birch algorithm based on cosine similarity #machine-learning/clustering

Popular repositories

  1. core-periphery-detection core-periphery-detection Public

    Python package for detecting core-periphery structure in networks.

    Python 45 5

  2. km_config km_config Public

    An algorithm for finding multiple core-periphery pairs in networks.

    C++ 12 3

  3. qstest qstest Public

    A generalised significance test for individual communities in networks

    Python 10 3

  4. scola scola Public

    An algorithm for constructing networks from correlation matrices with Lasso

    Jupyter Notebook 9 2

  5. residual2vec residual2vec Public

    Repository for residual2vec

    Python 6 1

  6. node2vec node2vec Public

    Python 5 1