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Categories Machine Learning

Graphs, But Smarter: The Rise of Graph Neural Networks | by Amir Bazzi | Apr, 2025

  • By _Taskflow Club_
  • April 24, 2025

[ad_1] The success of neural networks has often been traced back to their biological inspiration: the human brain. Just as our brains are composed…

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Categories Machine Learning

The Basis of Cognitive Complexity: Teaching CNNs to See Connections

  • By _Taskflow Club_
  • April 11, 2025

[ad_1] Liberating education consists in acts of cognition, not transferrals of information. Paulo freire heated discussions around artificial intelligence is: What aspects of human…

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Categories Machine Learning

Understanding ResNet: A Thorough Exploration of Convolutional Neural Networks | by Nachiketa Patil | Apr, 2025

  • By _Taskflow Club_
  • April 3, 2025

[ad_1] ResNet, which stands for Residual Networks, transformed deep learning by solving the vanishing gradient issue, thus facilitating the training of extremely deep networks.…

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Categories Artificial intelligence

Graph Neural Networks Part 3: How GraphSAGE Handles Changing Graph Structure

  • By _Taskflow Club_
  • April 1, 2025

[ad_1] parts of this series, we looked at Graph Convolutional Networks (GCNs) and Graph Attention Networks (GATs). Both architectures work fine, but they also…

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Categories Machine Learning

ResNet and EfficientNet for Image Classification | by Minase Fikadu | Mar, 2025

  • By _Taskflow Club_
  • March 19, 2025

[ad_1] Photo by Uriel SC on Unsplash In the realm of modern computer vision, deep convolutional neural networks (CNNs) have achieved remarkable success across…

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Categories Machine Learning

Essential Review Papers on Physics-Informed Neural Networks: A Curated Guide for Practitioners

  • By _Taskflow Club_
  • March 14, 2025

[ad_1] Staying on top of a fast-growing research field is never easy. I face this challenge firsthand as a practitioner in Physics-Informed Neural Networks…

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Categories Artificial intelligence

Faster distributed graph neural network training with GraphStorm v0.4

  • By _Taskflow Club_
  • February 18, 2025

[ad_1] GraphStorm is a low-code enterprise graph machine learning (ML) framework that provides ML practitioners a simple way of building, training, and deploying graph…

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