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Device Abstraction Layers · Awesome GitHub Repositories

2 repos

Awesome GitHub RepositoriesDevice Abstraction Layers

Middleware interfaces that normalize heterogeneous hardware protocols or decouple high-level software primitives from underlying hardware backends.

Explore 2 awesome GitHub repositories matching artificial intelligence & ml · Device Abstraction Layers. Refine with filters or upvote what's useful.

  1. Home
  2. Artificial Intelligence & ML
  3. Machine Learning
  4. Infrastructure
  5. Optimization & Inference
  6. Hardware & Acceleration
  7. Hardware Abstraction Layers
  8. Device Abstraction Layers

Awesome Device Abstraction Layers GitHub Repositories

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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

    Decouples high-level mathematical primitives from underlying hardware backends to enable execution across CPUs, GPUs, and specialized accelerators.

    C++deep-learningdeep-neural-networksdistributed
  • home-assistant/core

    home-assistant/core

    84,936GitHubView on GitHub↗

    Home Assistant is a centralized home automation platform designed to orchestrate diverse internet-connected devices and services. It functions as a local-first control system that normalizes heterogeneous hardware protocols into a unified set of entities, attributes, and services. The core architecture relies on an eve

    Normalizes heterogeneous hardware protocols into a consistent set of entities, attributes, and services.

    Pythonasynciohacktoberfesthome-automation