GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
Explainer 类:PyG 可解释性模块的包装器,用于实例级解释(https://github.com/pyg-team/pytorch_geometric/blob/master/torch_geometric/explain/explainer.py) Explanation类:封装解释器输出的类(https://github.com/pyg-team/pytorch_geometric/blob/master/torch_geometric/explain/explanation.py) ExplainerAlgorithm 类...
pip install git+https://github.com/pyg-team/pytorch_geometric.git ROCm Wheels The external pyg-rocm-build repository provides wheels and detailed instructions on how to install PyG for ROCm. If you have any questions about it, please open an issue here. Cite Please cite our paper (and the...
Improved the hyper-parameters of the [single-node](ogbn-papers100m example](https://github.com/pyg-team/pytorch_geometric/blob/master/examples/ogbn_papers_100m.py) and [multi-node](https://github.com/pyg-team/pytorch_geometric/blob/master/examples/multi_gpu/papers100m_gcn_cugraph_multinode...
Explanation类:封装解释器输出的类(https://github.com/pyg-team/pytorch_geometric/blob/master/torch_geometric/explain/explanation.py) ExplainerAlgorithm 类:Explainer 用于在给定训练实例的情况下生成解释的可解释性算法(https://github.com/pyg-team/pytorch_geometric/blob/master/torch_geometric/explain/algorithm/...
PyG 2.0 详情地址:https://github.com/pyg-team/pytorch_geometric/releases/tag/2.0.0 PyG 2.0 新特性 PyG 2.0 是一个新的版本,提供了复杂的异构图支持、GraphGym 集成以及其他新特性。 PyG 2.0 中提供了完全的异构图支持。异构图支持包括数据存储层的完整重写(同时保持向后兼容性)、异构图转换、通过邻采样的...
GitHub开源地址:https://github.com/BUPT-GAMMA/GammaGL 背景介绍 当前,深度学习框架主要由国外的TensorFlow、PyTorch主导,其深度学习生态由欧美主导,几乎不支持国内的计算设备与操作系统。近年来,国内的AI框架如PaddlePaddle、MindSpore也获得了巨大的发展,以及百度昆仑、华为Ascend等优秀国产芯片国产AI芯片获得了更多的使用...
https://github.com/XunKaiLi/Awesome-GNN-Researchgithub.com/XunKaiLi/Awesome-GNN-github.com/XunKaiLi/Awesome-GNN-Researchgithub.com/XunKaiLi/Awesome-GNN-Research PyTorch-geometric (PyG) PyG(PyTorch Geometric)是一个构建在 PyTorch 上的库,可以轻松地编写和训练用于与结构化数据相关的广泛应用的...
近日,来自德国多特蒙德工业大学的研究者们提出了 PyTorch Geometric,该项目一经上线便在 GitHub 上获得 1500 多个 star,并得到了 Yann LeCun 的点赞。现在,创建新的 GNN 层更加容易了。 项目链接:github.com/rusty1s/pyto LeCun评价:一个快速且漂亮的几何深度学习库(适用于图神经网络与其他不规则结构)PyTorch ...
git clone https://github.com/MassimoCimmino/pygfunction.git Installpygfunctionin development mode (this requirespip >= 21.1): pip install --editable . Oncepygfunctionis copied to a local directory, you can verify that it is working properly by running the examples inpygfunction/examples/. ...