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Request to Add CoreRec: A Graph-Based Recommendation Engine #42

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vishesh9131 opened this issue Jul 14, 2024 · 0 comments
Open

Request to Add CoreRec: A Graph-Based Recommendation Engine #42

vishesh9131 opened this issue Jul 14, 2024 · 0 comments

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@vishesh9131
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Dear CoreNet Team,

I am writing to propose the addition of a new recommendation engine, CoreRec, to the CoreNet repository/technology. CoreRec is a cutting-edge recommendation engine specifically designed for graph-based algorithms. It seamlessly integrates advanced neural network architectures and excels in node recommendations, model training, and graph visualizations.

Key Features of CoreRec:

  • GraphTransformer Model: A Transformer model tailored for graph data with customizable parameters.
  • GraphDataset: A PyTorch dataset for efficient handling of graph data.
  • Training Functionality: Comprehensive training functions for various graph-based machine learning models.
  • Prediction Capability: Accurate prediction of similar nodes within a graph.
  • Graph Visualization: Robust 2D and 3D graph visualization tools.

Benefits of Including CoreRec in CoreNet:

  • Enhanced Recommendation Capabilities: Leverage advanced graph algorithms to improve recommendation accuracy.
  • Integration with CoreNet: Seamlessly integrate CoreRec's functionalities with existing CoreNet infrastructure.
  • Community Collaboration: Foster collaboration and innovation within the CoreNet community by providing a state-of-the-art recommendation engine.

Repository URL: CoreRec GitHub Repository

We believe that CoreRec would be a valuable addition to the CoreNet repository/technology and look forward to your feedback and consideration.

Thank you for your time and attention.
Best regards,

Vishesh Yadav
mail
corerec site

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