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TensorFlow GNN: API docs

TensorFlow GNN is a Python package that consists of multiple sub-libraries.

  • Core library [API docs]:
    import tensorflow_gnn as tfgnn

  • Training orchestration [API docs]:
    from tensorflow_gnn import runner

  • Graph sampler:
    from tensorflow_gnn.experimental import sampler

  • Models from the models collection:
    from tensorflow_gnn.models import <model name>

The TensorFlow GNN package uses semantic versioning for its numbered releases. Its stable Python API consists of the Python identifiers exposed in these imported modules and their sub-modules, with the following exceptions:

  • identifiers or modules that contain experimental in their name, that are expressly documented to be unstable, or not documented at all;
  • private identifiers beginning with a single underscore (_);
  • models from the models collection whose documentation opts out of semantic versioning.