{"product_id":"9781617299056-graph-neural-networks-in-action","title":"Graph Neural Networks in Action","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eGraph Neural Networks in Action is a great guide about how to build cutting-edge graph neural networks and powerful deep learning models for recommendation engines, molecular modeling, and more. Ideal for Python programmers, you will dive into graph neural networks perfect for node prediction, link prediction, and graph classification.\u003cbr\u003eA hands-on guide to powerful graph-based deep learning models! \u003cp\u003e\u003cstrong\u003eGraph Neural Networks in Action\u003c\/strong\u003e is a great guide about how to build cutting-edge graph neural networks and powerful deep learning models for recommendation engines, molecular modeling, and more. You will learn how to both design and train your models, and how to develop them into practical applications you can deploy to production.\u003c\/p\u003e \u003cp\u003eIdeal for Python programmers, you will also explore common graph neural network architectures and cutting-edge libraries, all clearly illustrated with well-annotated Python code.\u003c\/p\u003e \u003cp\u003eThe main features include:\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eTrain and deploy a graph neural network\u003c\/li\u003e\n\u003cli\u003eGenerate node embeddings\u003c\/li\u003e\n\u003cli\u003eUse GNNs at scale for very large datasets\u003c\/li\u003e\n\u003cli\u003eBuild a graph data pipeline\u003c\/li\u003e\n\u003cli\u003eCreate a graph data schema\u003c\/li\u003e\n\u003cli\u003eUnderstand the taxonomy of GNNs\u003c\/li\u003e\n\u003cli\u003eManipulate graph data with NetworkX\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eGo hands-on and explore relevant real-world projects as you dive into graph neural networks perfect for node prediction, link prediction, and graph classification.\u003c\/p\u003e About the technology \u003cp\u003eGraph neural networks expand the capabilities of deep learning beyond traditional tabular data, text, and images. This exciting new approach brings the amazing capabilities of deep learning to graph data structures, opening up new possibilities for everything – from recommendation engines to pharmaceutical research.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":56097867661686,"sku":"9781617299056","price":46.14,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_41513326.jpg?v=1780539001","url":"https:\/\/www.rarewaves.com\/products\/9781617299056-graph-neural-networks-in-action","provider":"Rarewaves.com","version":"1.0","type":"link"}