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3 Repos

Awesome GitHub RepositoriesComputation Engines

Runtimes for executing mathematical operations across diverse hardware backends.

Distinguishing note: Focuses on the execution engine for tensor operations.

Explore 3 awesome GitHub repositories matching artificial intelligence & ml · Computation Engines. Refine with filters or upvote what's useful.

Awesome Computation Engines GitHub Repositories

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  • tinygrad/tinygradAvatar von tinygrad

    tinygrad/tinygrad

    33,147Auf GitHub ansehen↗

    Tinygrad is a deep learning framework and tensor computation engine designed for building and training neural networks. It functions as a hardware abstraction layer that manages device memory, command queues, and kernel dispatching across heterogeneous computing architectures. By utilizing a lazy-evaluation approach, the framework constructs computational graphs that defer execution until data is explicitly required, allowing it to process only the necessary operations for a given result. The project distinguishes itself through a just-in-time compilation layer that transforms abstract comput

    Executes multidimensional array operations across diverse hardware backends using optimized kernels.

    Python
    Auf GitHub ansehen↗33,147
  • trailofbits/algoAvatar von trailofbits

    trailofbits/algo

    30,278Auf GitHub ansehen↗

    Algo is a cloud VPN deployment tool and WireGuard orchestrator designed to automate the provisioning and configuration of personal VPN servers across multiple cloud infrastructure providers. It functions as a multi-cloud infrastructure provisioner and a VPN client configuration generator, creating the necessary tunnels and connection profiles for secure device connectivity. The project distinguishes itself by integrating a network ad-blocking DNS server directly into the deployment, filtering advertisements and malicious domains for all connected clients. It further simplifies the onboarding

    Automates the provisioning of VPN servers specifically on Google Compute Engine.

    Pythonansibleencryptionikev2
    Auf GitHub ansehen↗30,278
  • feast-dev/feastAvatar von feast-dev

    feast-dev/feast

    6,727Auf GitHub ansehen↗

    Feast is an open-source feature store for machine learning that provides a central platform for defining, storing, and serving features across both training and inference workflows. It operates as a declarative system where feature definitions are written as code in Python files, synchronized to a central registry, and made available for low-latency online retrieval or point-in-time correct historical joins for training datasets. The project abstracts storage behind a pluggable architecture, allowing offline and online backends to be swapped without changing retrieval logic, and coordinates ma

    Adds a custom compute engine to run batch materialization jobs on a non-default processing platform.

    Pythonbig-datadata-engineeringdata-quality
    Auf GitHub ansehen↗6,727
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Unter-Tags erkunden

  • Compute Engine ProvisioningAutomated provisioning of virtual machine instances on Google Compute Engine. **Distinct from Computation Engines:** Focuses on infrastructure provisioning on GCP, not mathematical computation engines.
  • Custom Compute Engine InterfacesInterfaces for implementing and integrating custom compute engines to run feature pipelines on user-provided backends. **Distinct from Computation Engines:** Distinct from Computation Engines: focuses on the extensibility mechanism for adding new compute engines, not the engines themselves.