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First commit for heterogeneous graph support #125

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Commits on Jan 6, 2022

  1. First commit for heterogeneous graph support

    This includes:
    - a new data-structure 'StaticHeteroGraphTemporalSignal' that works like 'StaticGraphTemporalSignal' but with troch_geometric HeteroData objects as snapshots; instead of np arrays, dictionaries wirth key(node/edge types as strings)/value(indices/features as np arrays) are expected
    - code tests for the new data-structure
    - documentation for the new data-structure
    doGregor committed Jan 6, 2022
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Commits on Jan 10, 2022

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Commits on Jan 20, 2022

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  2. Static hetero graph temporla signal batch

    This includes:
    - a new data structure, that represents PyG HeteroDataBatch snapshots for static heterogeneous graphs with temporal signals
    - documentation
    - tests
    doGregor committed Jan 20, 2022
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Commits on Jan 26, 2022

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  2. Additional dataset tests for coverage

    edge tests
    edge index tests
    additional attributes None test
    doGregor committed Jan 26, 2022
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  3. Added batch tests for coverage

    edge test
    edge weights test
    additional attributes None test
    batch assigned test
    doGregor committed Jan 26, 2022
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Commits on Feb 3, 2022

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  3. dynamic hetero graph static signal

    - new data structure that works like DynamicGraphStaticSignal but with PyG HeteroData objects
    - tests
    - documentation
    doGregor committed Feb 3, 2022
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  4. dynamic hetero graph static signal batch

    - data structure that works like DynamicGraphStaticSignal but with PyG HeteroData Batches
    - tests
    - documentation
    doGregor committed Feb 3, 2022
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  5. dynamic hetero graph temporal signal

    - new data structure that works like DynamicGraphTemporalSignal but with PyG HeteroData objects
    - tests
    -documentation
    doGregor committed Feb 3, 2022
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  6. dynamic hetero graph temporal signal batch

    - data structure that works like DynamicGraphTemporalSignalBatch but with PyG HeteroData Batches instead
    - tests
    -documentation
    doGregor committed Feb 3, 2022
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    0437310 View commit details
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