Aniket Hinganebytecodecorner.hashnode.dev·Mar 31, 2024Trend Worth 📖: Why Graph Neural Networks Will Dominate in 2024 & BeyondFull Article 🌐 What is this article about?This article explores the rising prominence of Graph Neural Networks (GNNs) and their potential to revolutionize how we tackle complex, real-world problems. It discusses the limitations of traditional deep l...Discuss·72 readsneural networks
Darsh Pateldarsh-patel.hashnode.dev·Mar 23, 2024Detecting Fake News using Graph Neural Networks and EvidenceIn the digital age, the proliferation of fake news has become a pervasive issue, challenging the integrity of information dissemination. The quest for automated fake news detection has led researchers to explore various methodologies, with evidence-b...Discussgnn
Kanishk Munotkanishkmunot.hashnode.dev·Mar 9, 2024How Graph Neural Networks learn through message parsingIn part one of our blog series, we explored the world of graphs and graph neural networks (GNNs). We learned that GNNs are a powerful tool for machine learning tasks involving graphs, like social networks and molecule structures. But how exactly do G...Discuss·10 likes·61 readsmessage parsing
Kanishk Munotkanishkmunot.hashnode.dev·Mar 9, 2024Introduction to Graph Neural NetworksHave you ever stopped to think about how social media platforms like Facebook or Twitter recommend friends or posts to you? Or perhaps you’ve wondered how self-driving cars navigate through traffic? These are just a few examples of how GNNs are being...Discuss·11 likes·50 readsgnn
Favour Jamesjamesfav.hashnode.dev·Sep 23, 2023GSoC Chronicles: Final Weeks Report(11 & 12)Hi Guys!! Before I dive into the last two weeks of my GSoC journey, I have to share about my recent trip to the Deep Learning Indaba. It was such an amazing experience! From preparing for the event to attending the sessions, and meeting so many new f...Discuss·4 likesGSoC'23 Chroniclesgsoc
Favour Jamesjamesfav.hashnode.dev·Aug 23, 2023GSoC Chronicles: Coding Week Ten(10)Hi Guys!! Welcome to my latest blog post, where I’ll be sharing the highlights of my journey in the Google Summer of Code (GSOC) program. Today, I’ll cover my progress during the tenth and eleventh weeks. In the week 9 blog post, I mentioned my plans...DiscussGSoC'23 Chroniclesgsoc
Favour Jamesjamesfav.hashnode.dev·Aug 15, 2023GSoC Chronicles: Week Nine(9)Hi Guys!! Welcome to my latest blog post, where I’ll be sharing the highlights of my journey in the Google Summer of Code (GSOC) program. Today, I’ll be covering the progress I made during the ninth week. In my blog post for week 8, I outlined my pla...DiscussGSoC'23 Chroniclesgsoc2023
Vishal Vasoyavishalvasoya.hashnode.dev·Jun 28, 2023🌐 Graph Neural Networks (GNNs): Igniting the Power! : Part 1(Basic)🔥📚 Table of Contents 📚 Introduction to Graphs and GNNs 📊 🌟 What are graphs? 📈 🌟 Why are GNNs important? 🧠 🌟 How do GNNs work? 🤖 GNN Architecture and Components 🏗️ 🌟 Nodes, edges, and features 🧑🤝🧑🔗📝 🌟 Message Passing and Agg...Discuss·1 like·56 readsneural networks
DataChefforDataChef's Blogblog.datachef.co·Sep 7, 2021A Graph Convolution Network in SageMakerIntroduction Graph neural networks provide a more flexible paradigm for machine learning models by explicitly accounting for entities and their relationships through neural networks. For example, It is easier to model a real problem with graphs in so...Discuss·50 readsDGL
