Anton Holmgren

17 posts

Anton Holmgren

Anton Holmgren

@antoneri

Katılım Kasım 2008
41 Takip Edilen43 Takipçiler
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Martin Rosvall
Martin Rosvall@m_rosvall·
Major release: Infomap 2.0 with regularized map equation – reveal flow-based communities in weighted, directed networks with incomplete data without overfitting. pip install infomap or git clone git@github.com:mapequation/infomap.git cd infomap make -j
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Enzo KatolaZ Nicosia
Enzo KatolaZ Nicosia@KatolaZ·
Our last work about integrating network structure and metadata using absorbing random walks and the map equation. Great collaboration with @m_rosvall @antoneri @AleixBassolas and Antoine Marot. arxiv.org/abs/2111.05158
Martin Rosvall@m_rosvall

Curious about non-local relations between metadata and modular structure in your networks? Preprint with @AleixBassolas, @antoneri, Antoine Marot, and Vincenzo Nicosia: Metadata-informed community detection with lazy encoding using absorbing random walks. arxiv.org/abs/2111.05158

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Martin Rosvall
Martin Rosvall@m_rosvall·
Curious about non-local relations between metadata and modular structure in your networks? Preprint with @AleixBassolas, @antoneri, Antoine Marot, and Vincenzo Nicosia: Metadata-informed community detection with lazy encoding using absorbing random walks. arxiv.org/abs/2111.05158
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Martin Rosvall
Martin Rosvall@m_rosvall·
Trouble running Infomap in Windows? We now provide pre-compiled Infomap binaries for Windows. Download and run Infomap in the PowerShell. Feature request from many R users. Work by @antoneri and @daniel_edler. #DownloadBinary" target="_blank" rel="nofollow noopener">mapequation.org/infomap/#Downl
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Communications Physics
Communications Physics@CommsPhys·
Last news from the world of hypergraphs: * "How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs" by @antoneri @m_rosvall &al. * "Hypergraph reconstruction from network data" by @_jgyou @lordgrilo & @tiagopeixoto
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Anton Holmgren retweetledi
Martin Rosvall
Martin Rosvall@m_rosvall·
Today we released Infomap 1.4 with bug fixes and improved Python API, including NetworkX integration. For example, now you can export results to JSON (-o json). Upgrade with pip install -U infomap. mapequation.github.io/infomap/python/
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Martin Rosvall
Martin Rosvall@m_rosvall·
Little did we know how different two flow-based community-detection algorithms applied to hypergraphs would behave. arxiv.org/abs/2105.04389
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Martin Rosvall
Martin Rosvall@m_rosvall·
How can we effectively simplify important structures in hypergraphs? We used Infomap to explore how different random-walk models and network representations change the number, size, depth, and overlap of identified multilevel communities. arxiv.org/abs/2101.00656
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Martin Rosvall
Martin Rosvall@m_rosvall·
Did you run enough attempts when you identified communities in your network? Check out our solution-landscape notebook and 1. identity the sufficient number of attempts 2. visualize the solution landscape 3. explore how solutions differ github.com/mapequation/so…
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Martin Rosvall
Martin Rosvall@m_rosvall·
Struggling to simplify and highlight important structures in large networks? We have released Infomap v1.0 with a new Python API, web worker, semantic versioning, and more. Check out mapequation.org/infomap/ and run Infomap without any installation!
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