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Network Data - Network community detection via neural embeddings

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posted on 2024-08-22, 14:00 authored by Sadamori KojakuSadamori Kojaku
<p dir="ltr">This is the data repository for Kojaku et al.'s study, "Network community detection via neural embeddings," published in Nature Communications. It includes the following network data:</p><p><br></p><p dir="ltr">- **multi_partition_model**: Network generated by the stochastic block model.</p><p dir="ltr">- **lfr**: Lancichinetti-Fortunato-Radicchi networks.</p><p dir="ltr">- **empirical**: Empirical networks used in this study.</p><p><br></p><p dir="ltr">Each folder contains network data comprising two files: `node_*.npz` and `net_*.npz`. The `net_*.npz` file can be loaded as an adjacency matrix using `scipy.sparse.load_npz`. The `node_*.npz` file is a CSV containing the ground-truth community memberships of the nodes.</p>

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