Graph Neural Network predicting the chemical composition of organism across the tree of life.
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Dec 6, 2023 - Jupyter Notebook
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stellargraph
Here are 6 public repositories matching this topic...
Grouped 3,411 actors into 3 communities and 1,292 movies into 50 clusters using heterogeneous random walks and Word2Vec embeddings on a bipartite actor-movie network. Designed custom graph-aware metrics for optimal cluster selection and visualized results with t-SNE.
python machine-learning clustering word2vec networkx gensim unsupervised-learning tsne kmeans-clustering random-walk bipartite-graphs graph-neural-networks node-embeddings stellargraph
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Mar 22, 2026 - Jupyter Notebook
Link prediction model that predicts whether pairs of GitHub developers will have mutual followers
machine-learning graph networkx pca logistic-regression node2vec gensim-word2vec biased-random-walk stellargraph
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Dec 5, 2021 - Jupyter Notebook
Graph Convolution Network GCN with Dimensional Redaction and Differential Algorithms using Python
python tensorflow ipython numpy sklearn pandas networkx dimensionality-reduction matplotlib differential-evolution gcn cora gcn-architecture pymoo stellargraph pubmad
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Aug 15, 2022
StellarGraph - Machine Learning on Graphs
python data-science machine-learning deep-learning network graphs machine-learning-algorithms graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks stellargraph-library stellargraph
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Aug 16, 2023 - Python
Implementation of various Graph Neural Network approaches for creating embeddings of medical diagnosis codes (ICD-10 and HCC), exploring supervised and unsupervised techniques to capture disease relationships and improve medical predictions
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Apr 29, 2025 - Jupyter Notebook
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