☝️⚙️ Edge#205: What is Graph Attention Network?
Welcome to our premium newsletter that help you learn ML concepts and focuses on the projects that move the AI industry forward. The content is unique and trusted by the main AI labs, universities, enterprises, and ML startups. You can join them too. For a limited time, we offer 50% OFF for the annual subscription: 💡 ML Concept of the Day: What is Graph Attention Network?In the last installment of our graph neural networks (GNNs) series, we would like to discuss one of its most recent but very popular incarnations: Graph attention networks (GATs). In Edge#203, we covered the concept of graph convolutional networks (GCN) as an architecture that combines node-level features with the graph’s local structure in order to learn solid representations of nodes. GCNs proved to be successful in many graph domains. But they have some limitations, and the main one is that they rely on graphs with a known and stable structure. Plenty of problems require the processing of graphs with arbitrarily changing structures. How to address that? →become a Premium subscriber to learn more. Only $25/per year. Also in this issue:
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♦️⚡️♦️ Databricks' New ML Announcements
Sunday, July 3, 2022
Databricks has been one of the companies that have been at the center of the big data movement, pioneering technologies such as Apache Spark. Machine learning (ML) has been a native component of Spark
📝 Guest post: How to Select Better ConvNet Architectures for Image Classification Tasks*
Friday, July 1, 2022
There's no go-to formula for any ML project. A huge part of improving machine learning systems is experimenting until you find a solution that works well for your use case. However, an overwhelming
📃🪄🖼 Edge#204: Inside Imagen. Google’s Impressive Text-to-Image Alternative to OpenAI’s DALLE-2
Thursday, June 30, 2022
Imagen provides a simpler architecture able to generate photorealistic images from language inputs
🎂🎉🦾 Happy Birthday TheSequence!
Wednesday, June 29, 2022
50% OFF to celebrate our 2nd anniversary!
🔴🟨 Edge#203: What are Graph Recurrent Neural Networks?
Tuesday, June 28, 2022
+ what GNNs on Dynamic Graphs; and the exploration of DeepMind's Jraph, a GNN Library for JAX.
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