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feat: Adding Concrete NetworkDF #47

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Tracked by #6
adamamer20 opened this issue Aug 2, 2024 · 0 comments
Open
Tracked by #6

feat: Adding Concrete NetworkDF #47

adamamer20 opened this issue Aug 2, 2024 · 0 comments
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feature New functionality added to the project.

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@adamamer20
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adamamer20 commented Aug 2, 2024

The network structure can provide powerful insights when modeling social interactions.

The agent’s attribute table already encodes nodes and node features. Meanwhile, the Network DataFrame would encode the relationships between nodes along with the attributes of these relationships. This setup should also allow for compatibility with other spatial structures.

For PyTorch integration, Ibis offers a to_torch command that simplifies tensor conversion. Additionally, we could introduce a command to retrieve a tensor-based representation directly, making it possible to leverage libraries like PyTorch Geometric or DGL for advanced relational analysis.

@adamamer20 adamamer20 mentioned this issue Aug 2, 2024
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@adamamer20 adamamer20 added the feature New functionality added to the project. label Oct 28, 2024
@adamamer20 adamamer20 changed the title Concrete NetworkDF feat: Adding Concrete NetworkDF Oct 28, 2024
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