tensorflow/gnn

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TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

Stars: 1.5k
Forks: 204
Open beginner issues: 0
Indexed issues: 17
Avg merge: 13m
Merged PRs (30d): 1

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 9, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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17 open issues indexed

Why tfgnn.gather_first_node() can't get values for mutiple node sets in one time? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#872 · 4 comments · Opened Jun 29, 2025
TFGNN can not be includes as dependency to a project that uses poetry for dependency management Open

Difficulty 3/5 1-2 days Newbie friendliness 56/100

tensorflow/gnn#868 · 3 comments · Opened May 15, 2025
Feature Request: `Implement Threshold-Consistent Margin Loss for Open-World Deep Metric Learning in TF-GNN` Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#830 · 7 comments · Opened Aug 10, 2024
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (apache-beam) Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/gnn#828 · Opened Aug 6, 2024
Not possible to sample twice along same edge_set? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/gnn#827 · 1 comment · 1 reaction · Opened Aug 5, 2024
Self-supervised representation learning with tf-gnn Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/gnn#809 · Opened Jun 14, 2024
How can I transform 6 separate graph tensor into a single tf.data.Dataset and batch it? Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tensorflow/gnn#805 · Opened May 27, 2024
Dynamically complete the features for nodes in the graph during training Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#776 · Opened Dec 17, 2023
The model SubMix can't be found!!! Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/gnn#732 · 2 comments · Opened Dec 4, 2023
Problem of graph_sampler when using latent node Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

tensorflow/gnn#680 · Opened Nov 10, 2023
Graph explainability : feature suggestion Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#632 · 1 reaction · Opened Oct 23, 2023
Graph execution error: INVALID_ARGUMENT: ConcatOp : Dimension 0 in both shapes must be equal Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

tensorflow/gnn#622 · Opened Oct 19, 2023
setup failure on macOS 13.5.2, commit d7c81a2 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/gnn#597 · 9 comments · Opened Sep 8, 2023
Schema visualization tool Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/gnn#340 · 2 reactions · Opened Feb 24, 2023
Link Detection Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#110 · 6 comments · Opened Sep 15, 2022
Is there a readthedocs.io docs website coming soon? Open

documentation enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

tensorflow/gnn#18 · 4 comments · Opened Dec 15, 2021
Implement SE3 Transformers Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

tensorflow/gnn#17 · 1 reaction · Opened Dec 7, 2021

tensorflow/gnn

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