nip.graph_isomorphism#
All components for the graph isomorphism task.
Has classes for:
Handling data
Defining the RL environment
Generating a dataset
Building agents
Examples
>>> from nip.parameters import HyperParameters, Scenario, Trainer
>>> from nip.graph_isomorphism import GraphIsomorphismAgentsBuilder
>>> hyper_params = HyperParameters(
... "graph_isomorphism", "solo_agent", "eru10000"
... )
>>> agents = GraphIsomorphismAgentsBuilder.build(hyper_params, "cpu")
Modules
Graph isomorphism agents components. |
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Dataset classes for the graph isomorphism experiments. |
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Functions for generating a dataset of pairs of graphs with WL scores. |
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The graph isomorphism RL environment. |
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Visualiser for graph isomorphism rollout samples. |