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Computational Graphs · Awesome GitHub Repositories

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Awesome GitHub RepositoriesComputational Graphs

Frameworks for defining and executing complex mathematical operations as directed graphs of data flow.

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  • tensorflow/tensorflow

    tensorflow/tensorflow

    193,864GitHubView on GitHub↗

    TensorFlow is a comprehensive machine learning framework designed for the construction, training, and deployment of complex mathematical models. It utilizes a graph-based execution model that represents operations as directed acyclic graphs, enabling automatic differentiation and efficient parallel processing. The syst

    C++deep-learningdeep-neural-networksdistributed

Explore sub-tags

  • Graph Construction EnginesMechanisms for defining and building symbolic computational graphs for deferred execution.
  • Graph-Based Computational ExecutionSystems that represent mathematical operations as directed acyclic graphs to facilitate automatic differentiation and computation.