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  1. YouTube
    https://www.youtube.com/watch?v=mTRmt3i6jKk

    Pyg - YouTube

  3. Medium
    https://medium.com/stanford-cs224w/a-t…

    A tour of PyG’s data loaders - Medium

    WEBden 15. maj 2023 · Learn how to use PyG, a powerful GNN library built on PyTorch, to batch and sample graphs for training and inference. Explore different loader types, parameters, and visualizations with examples and …

  4. PyG
    https://www.pyg.org/ns-newsarticle-pyg-24-release

    PyG 2.4 Release

  5. Folk spørger også om
    What is Pyg explainability?
    The PyGcommunity has been actively working on an explainability framework along with many benchmark datasets, evaluation methods, etc., to start exploring the world of interpretability in Graph Machine Learning. What PyG’s Explainability Module Can Do:

    Graph Analysis Made Easy with PyG Explainability - Medium

    medium.com
    What are Pyg loaders?
    PyG, built on PyTorch, is a powerful GNN library that provides several different graph data loaders, which we’ll explore in this post! PyG’s loaders are built on PyTorch DataLoader s. A DataLoader is an abstraction over a dataset that enables batching.

    A tour of PyG’s data loaders - Medium

    medium.com
    What can Pyg's explainability module do?
    What PyG’s Explainability Module Can Do: PyG’s explainability module provides several tools for gaining insights into the decision-making processes of GNNs. The PyTorch Geometric explainability moduleprovides a powerful set of tools for understanding how our models are making decisions based on graphs.

    Graph Analysis Made Easy with PyG Explainability - Medium

    medium.com
    What are Pyg explainer algorithms?
    To that end, the PyG team has developed a suite of explainer algorithms which seek to produce explanations given a model, a dataset, and a specific node index. There are some excellent tutorials on how to generate explanations already so we will not dive into this particular facet of the pipeline in depth [1, 2, 3].

    A Primer on Explainers, Explanations, and their Metrics in PyG ... - Mediu…

    medium.com
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  6. YouTube
    https://www.youtube.com/watch?v=E1DP6jTfbVM

    PYG - Dark afternoon - YouTube

  7. Quipu
    https://getquipu.com/blog/hacer-cuenta-…

    Cuenta de pérdidas y ganancias (PyG): qué es y cómo …

    WEBden 11. apr. 2024 · Aprende qué es la cuenta de pérdidas y ganancias (PyG), un informe financiero que resume los ingresos, costes y gastos …

    • Anslået læsetid: 4 min
    • Medium
      https://medium.com/stanford-cs224w/graph-analysis-made-easy-wit…

      Graph Analysis Made Easy with PyG Explainability - Medium

    • PyTorch
      https://pytorch.org/blog/how-to-accelerate

      How to Accelerate PyTorch Geometric on Intel® CPUs

      WEBden 10. jul. 2023 · The Intel PyTorch team has been collaborating with the PyTorch Geometric (PyG) community to provide CPU performance optimizations for Graph Neural Network (GNN) and PyG workloads. In …

    • Medium
      https://medium.com/stanford-cs224w/a-…

      A Primer on Explainers, Explanations, and their Metrics …

      WEBden 15. maj 2023 · Luckily, PyG has a set of features that enable you to create your own synthetic benchmark datasets! PyG uses a construct known as ExplainerDataset to support developing your own synthetic data.

    • ar5iv
      https://ar5iv.labs.arxiv.org/html/1903.02428

      Fast Graph Representation Learning with PyTorch Geometric

    • ECONOSUBLIME
      https://www.econosublime.com/2021/03/como-hacer-cuenta-perdida…

      Cómo hacer la cuenta de pérdidas y ganancias (PyG)