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#gnns — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #gnns, aggregated by home.social.

  1. Dive into the world of #GraphNeuralNetworks (GNNs)!

    Discover their advantages over traditional machine learning and have a quick primer on graph representation learning using PyG, a popular open-source GNN library.

    🎥 Watch now on #InfoQ: bit.ly/3UXutls

    #transcript included

    #PyG #GNNs #opensource #ML #DataWarehouse

  2. We are getting closer to solving the great mystery of #olfaction research:

    How to predict the #odour of a molecule based on its chemical structure?

    Graphical neural networks (#GNNs) can predict the odour characterisation of a molecule by a group of human experts.

    A principal odor map unifies diverse tasks in olfactory perception | Science science.org/doi/full/10.1126/s

  3. Hey #ml #MachineLearning and #CyberSecurity folks 👋 I'm a #DataVisualization researcher working on a paper idea for creating tools within the subfield of Neural Binary Analysis specifically Binary Function Similarity via CFGs using #NLProc and #GNNs. Does anyone have favorite papers or #visualization tools they use in this area? Starting with the dataset from this paper: usenix.org/system/files/sec22-

    E.g. I'm combing the #VizSec database now but are there other resources like this?