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Published : Oct 27, 2021
Oct 2021
Assess ? Worth exploring with the goal of understanding how it will affect your enterprise.

PyTorch Geometric is a geometric deep learning extension library for PyTorch. Geometric deep learning aims to build neural networks that can learn from non-Euclidean data like graphs. Graph network-based machine-learning approaches have been of increasing interest in social network modeling and in biomedical fields, specifically in drug discovery. PyTorch Geometric provides an easy-to-use library to design complicated graph network problems like protein structure representation. It has GPU and CPU support and includes a good collection of graph-based machine-learning algorithms based on recent research.

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