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168a88e570
* neighbor sampler data loader first commit * more commit * nodedataloader * fix * update RGCN example * update OGB * fixes * fix minibatch RGCN crashing with self loop * reverting gatconv test code * fix * change to new solution that doesn't require tf dataloader * fix * lint * fix * fixes * change doc * fix docstring * docstring fixes * return seeds and input nodes from data loader * fixes * fix test * fix windows build problem * add pytorch wrapper * fixes * add pytorch wrapper * add unit test * add -1 support to sample_neighbors & fix docstrings * docstring fix * lint * add minibatch rgcn evaluations Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com> Co-authored-by: Tong He <hetong007@gmail.com>
84 lines
1.8 KiB
ReStructuredText
84 lines
1.8 KiB
ReStructuredText
.. _apinodeflow:
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dgl.nodeflow (Deprecating)
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==============
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.. warning::
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This module is going to be deprecated in favor of :ref:`api-sampling`.
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.. currentmodule:: dgl
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.. autoclass:: NodeFlow
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Querying graph structure
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------------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.num_layers
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NodeFlow.num_blocks
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NodeFlow.layer_size
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NodeFlow.block_size
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NodeFlow.layer_in_degree
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NodeFlow.layer_out_degree
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NodeFlow.layer_nid
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NodeFlow.layer_parent_nid
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NodeFlow.block_eid
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NodeFlow.block_parent_eid
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NodeFlow.block_edges
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Converting to other format
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-------------------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.block_adjacency_matrix
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NodeFlow.block_incidence_matrix
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Using Node/edge features
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------------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.layers
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NodeFlow.blocks
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NodeFlow.set_n_initializer
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NodeFlow.set_e_initializer
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NodeFlow.node_attr_schemes
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NodeFlow.edge_attr_schemes
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Mapping between NodeFlow and parent graph
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-----------------------------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.map_to_parent_nid
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NodeFlow.map_to_parent_eid
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NodeFlow.map_from_parent_nid
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Synchronize features between NodeFlow and parent graph
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------------------------------------------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.copy_from_parent
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NodeFlow.copy_to_parent
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Computing with NodeFlow
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-----------------------
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.. autosummary::
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:toctree: ../../generated/
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NodeFlow.register_message_func
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NodeFlow.register_reduce_func
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NodeFlow.register_apply_node_func
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NodeFlow.register_apply_edge_func
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NodeFlow.apply_layer
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NodeFlow.apply_block
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NodeFlow.block_compute
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NodeFlow.prop_flow
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