本日、Udemyで新コースをリリースしました。 これに伴い、本日から8/10の18:00まで、公開記念割引（最低価格）をこのコース ...

最初にPyTorchの使い方、PyTorch Geometricの基礎を学んだ上で、シンプルなGNNを実装します。 さらに、畳み込みを使うGraph Convolutional Networks、Attentionが導入されたGraph Attention Networksなどの発展形も扱います。

PyG (PyTorch Geometric) is a library built upon PyTorch to easily write and train Graph Neural Networks (GNNs) for a wide range of applications related to structured data. Whether you are a machine ...

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.

Abstract: Deep learning has witnessed rapid progress through frameworks such as PyTorch, which has become the dominant choice for researchers and practitioners due to its dynamic computation, ...

The 2024 Nobel Prize in Chemistry was recently granted to David Baker, Demis Hassabis and John M. Jumper, renowned for their pioneering works in protein design. In addition, Nature has recently ...

Pixel-level crop classification from Sentinel-2 satellite imagery using a Graph Convolutional Network built with PyTorch Geometric. The model classifies agricultural land into 5 crop/land-cover ...

Abstract: Early and accurate prediction of routing success in Field-Programmable Gate Arrays (FPGAs) is crucial for accelerating design closure and mitigating costly late-stage iterations. This paper ...