Record · corpus.blog/posts/01a087d3-13b0-70c6-afa3-d074c822e0f3

Graph neural networks in TensorFlow

blog.research.google · published 6 February 2024

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at blog.research.google Wayback capture

1blogs citing

First cited: 8 Feb 2024
Most recent: 8 Feb 2024
Rank this month: not ranked
Links from this post: 25
Words captured: 1,544

Cited by

Blog

In the post

Date

seroter.com

Daily Reading List – February 7, 2024 (#256) Read at the source ↗

8 Feb 2024

Links from this post

Link

Host

https://en.wikipedia.org/wiki/Graph_(discrete_mathematics

en.wikipedia.org

A Gentle Introduction to Graph Neural Networks Read at the source ↗

distill.pub

http://perozzi.net/projects/deepwalk/

perozzi.net

https://snap.stanford.edu/node2vec/

snap.stanford.edu

https://github.com/tensorflow/gnn

github.com

https://en.wikipedia.org/wiki/First-class_citizen

en.wikipedia.org

https://www.tensorflow.org/guide/keras

tensorflow.org

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhE36FVnslwVrX4LjLgpe5NOcVgJ2WSHCaw64LT9pMhjhHOFt-1pjp1AhaXqjxfEODX04Buw93D1G36HOStu5_mWUEdNs0gZTa1c7MXJ6ir9DYOp_HCYpFMT5NZiBbHxNwvUmF-dwhN2rgKQX0CeFY25X9aFnoD0W7bzL_xtkDJFdP0guocAJDSOgBHIiZm/s800/image2.gif

blogger.googleusercontent.com

https://colab.research.google.com/github/tensorflow/gnn/blob/master/examples/notebooks/ogbn_mag_e2e.ipynb

colab.research.google.com

https://beam.apache.org/

beam.apache.org

https://github.com/tensorflow/gnn/blob/main/tensorflow_gnn/docs/guide/inmemory_sampler.md

github.com

https://github.com/tensorflow/gnn/blob/main/tensorflow_gnn/docs/guide/beam_sampler.md

github.com

https://research.google/pubs/neural-message-passing-for-quantum-chemistry/

research.google

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjMrCrQ1SCcwhZfE33X46EifocYAmKCPXMVe1d4na1V6flQavJ_f_FKtnlQbe2vnvzbSEtx5mxJHZ2OlQbO9rsiEhiPLY1PKQOT-EwahobMIVC92PZJs8RroEuYswHCpEjjpwqPrpqzKsDgrNaiY4lM_E8NVnxVRsYn0PNxe3TghByKJpW9V_YRD0RnNnm4/s573/image1.gif

blogger.googleusercontent.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjMfB8QoX14UU1GEAmFFOP0cAj__zxa_MKzVSiJoak9cVLNdbbhrSxbIWhqQM3OYKA5lo7zW8sWr6-9utm-rw0808rBOE4Cbw7NZxcmifenvF6DCH4opWhVQJHR-MLGcFoNu_WpET5h1PZRdXMhjcyKgBg3NchNTPq6gWVVluzcQNaO5qtonVp5KnJRgUaD/s1400/TFGNN%20code1.png

blogger.googleusercontent.com

https://arxiv.org/abs/1806.01261

arxiv.org

https://github.com/tensorflow/gnn/blob/main/tensorflow_gnn/docs/guide/gnn_modeling.md

github.com

https://github.com/tensorflow/gnn/tree/main/tensorflow_gnn/models

github.com

https://github.com/tensorflow/gnn/blob/main/tensorflow_gnn/docs/guide/runner.md

github.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgxRRMrWL-AyxpHeyAhffhApAzlq-u7FoZaDnZFlwRsoYCljzZNi0LmRDDMwZ7mkXeBK0oUFujf_TDD-zlTQcgnLGhPedfrJ2vVs-D5-RPZFWXaaRpOJIt-MH3N8Tj7NZy-SFXTjxjDrhHQY_HVUA3-_C8_xQjfRWBlO-dzcFzgUL6wynMWJhUM7z_MYKvF/s1400/TFGNN%20code2.png

blogger.googleusercontent.com

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4GGpfZib5MAUnX7BRLywJC4xMVt9Tz8kSMhgyDGN5A-aS9k-gna_t0Fo3uxMaAb8gK0ovrOO3XkeSNZ3i24leBCNsALR2NU_MWI7M_s47p2bx-aviaUKy_DxDEkzndNYMI_52jcEmNKyJrqDFye3_PHaWJZz7MAQ1lVW-YpuWPOOYpSAfbrunU5q4M2ev/s1400/TFGNN%20code3.png

blogger.googleusercontent.com

https://www.tensorflow.org/tutorials/interpretability/integrated_gradients

tensorflow.org

https://colab.sandbox.google.com/github/tensorflow/gnn/blob/master/examples/notebooks/ogbn_mag_e2e.ipynb

colab.sandbox.google.com

https://github.com/tensorflow/gnn/blob/main/tensorflow_gnn/docs/guide/overview.md

github.com

https://arxiv.org/abs/2207.03522

arxiv.org