Comments (2)
Thanks for your message @caiodadauto, the library itself is not deprecated but our team shifted to JAX, and as @8bitmp3 mentioned we have also developed a JAX version of the library. That said if you have any contributions for the graph_nets library that are general purpose and you would like to provide, and are happy to clean up the code and add tests, we would be happy to review it and merge it (although before doing the work, perhaps create an issue/feature request for each piece of functionality so we can discuss it!).
We have also advised on the design of TF-GNN which is a new tensorflow library for GNNs and provides similar functionality to the graph_nets
library, but also offers native support for graphs with explicitly typed nodes and edges, and is designed around Keras, which is one of the most popular model frameworks for TensorFlow. If you are interested on exploring this, a good starting point would be the shortest path demo which we migrated to TF-GNN.
from graph_nets.
Can't speak for the team but have you seen https://github.com/deepmind/jraph? (copying @jg8610).
from graph_nets.
Related Issues (20)
- GraphTuple from batched tensors does not offset Senders/Receivers HOT 3
- Support Apple Silicon HOT 6
- Error while importing sonnet about gast HOT 1
- AttributeError: module 'sonnet' has no attribute 'AbstractModule' HOT 3
- issue with passing *_model_kwargs parameter HOT 2
- how to build an heterogeneous graph network? HOT 3
- Question about repeat implementation HOT 2
- Inference - shortest path demo HOT 1
- What's the difference between graph_nets and jraph? HOT 3
- Performance issue in /graph_nets/tests (by P3) HOT 2
- Error when calling trained model: "AttributeError: tuple object has no attribute "as_list" HOT 3
- Performance issue HOT 9
- Training on batches of GraphsTuples? HOT 5
- Error while using the placeholder function from utils_tf HOT 1
- ZeroDivsion error? HOT 2
- no output from processor HOT 6
- Issue with understanding HOT 2
- TensorFlow 1 is not supported in Google Colab HOT 1
- Problem with plot_compare_graphs function HOT 1
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from graph_nets.