Technology Radar
Published : Oct 27, 2021
NOT ON THE CURRENT EDITION
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar.
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Oct 2021
Assess
PyTorch Geometric 是 PyTorch 的几何深度学习扩展库。几何深度学习旨在构建能从非欧几里得数据（比如，图网络）中学习的神经网络。基于图网络的机器学习方法在社交网络建模和生物医药领域，特别是在药物发现领域，越来越受到人们关注。PyTorch Geometric 提供了一个易于使用的库，用于设计复杂的图网络问题，比如蛋白质结构的表示。这个扩展库同时支持 GPU 和 CPU，还在最新研究成果的基础上，内置了大量基于图的机器学习算法。
