Showing 9 open source projects for "frameworks"

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  • 1
    Volcano

    Volcano

    A Cloud Native Batch System (Project under CNCF)

    ...It provides a suite of mechanisms that are commonly required by many classes of batch & elastic workload including machine learning/deep learning, bioinformatics/genomics, and other "big data" applications. These types of applications typically run on generalized domain frameworks like TensorFlow, Spark, Ray, PyTorch, MPI, etc, which Volcano integrates with. Volcano builds upon a decade and a half of experience running a wide variety of high-performance workloads at scale using several systems and platforms, combined with best-of-breed ideas and practices from the open-source community. Until June 2021, Volcano has been widely used around the world at a variety of industries such as Internet/Cloud/Finance/ Manufacturing/Medical. ...
    Downloads: 209 This Week
    Last Update:
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  • 2
    KServe

    KServe

    Standardized Serverless ML Inference Platform on Kubernetes

    KServe provides a Kubernetes Custom Resource Definition for serving machine learning (ML) models on arbitrary frameworks. It aims to solve production model serving use cases by providing performant, high abstraction interfaces for common ML frameworks like Tensorflow, XGBoost, ScikitLearn, PyTorch, and ONNX. It encapsulates the complexity of autoscaling, networking, health checking, and server configuration to bring cutting edge serving features like GPU Autoscaling, Scale to Zero, and Canary Rollouts to your ML deployments. ...
    Downloads: 2 This Week
    Last Update:
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  • 3
    PHP-DI

    PHP-DI

    The dependency injection container for humans

    ...It automates the process of injecting dependencies, reducing boilerplate code and making applications more maintainable. PHP-DI supports autowiring and integrates seamlessly with popular frameworks like Symfony and Laravel, offering a powerful solution for managing complex dependency graphs.
    Downloads: 0 This Week
    Last Update:
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  • 4
    JAX Toolbox

    JAX Toolbox

    Public CI, Docker images for popular JAX libraries

    ...It provides prebuilt Docker images, continuous integration pipelines, and optimized example implementations that help developers quickly set up and run JAX workloads without complex configuration. The project supports popular JAX-based frameworks and models, including architectures used for large-scale pretraining such as GPT and LLaMA variants. By offering curated environments and tested configurations, it reduces compatibility issues and accelerates development workflows for both research and production. The repository also includes performance-optimized examples that demonstrate best practices for leveraging NVIDIA hardware effectively. ...
    Downloads: 0 This Week
    Last Update:
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    Build Agents and Models on One Platform

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  • 5
    NVIDIA AI Cluster Runtime (AICR)

    NVIDIA AI Cluster Runtime (AICR)

    Tooling for optimized and reproducible GPU-accelerated AI runtime

    ...It appears to emphasize automation, consistency, and performance optimization across AI pipelines, potentially targeting enterprise and research use cases. Given NVIDIA’s ecosystem, it may also integrate with containerized environments, Kubernetes, or other orchestration frameworks.
    Downloads: 1 This Week
    Last Update:
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  • 6
    KEDA

    KEDA

    KEDA is a Kubernetes-based Event Driven Autoscaling component

    ...With KEDA you can explicitly map the apps you want to use event-driven scale, with other apps continuing to function. This makes KEDA a flexible and safe option to run alongside any number of other Kubernetes applications or frameworks.
    Downloads: 0 This Week
    Last Update:
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  • 7
    Swoft

    Swoft

    PHP Microservice full Coroutine framework

    Swoft is a PHP microservices coroutine framework based on the Swoole extension. Like Go, Swoft has a built-in coroutine web server and a common coroutine client and is resident in memory, independent of traditional PHP-FPM. There are similar Go language operations, similar to the Spring Cloud framework flexible annotations, powerful global dependency injection container, comprehensive service governance, flexible and powerful AOP, standard PSR specification implementation, and so on. Through...
    Downloads: 0 This Week
    Last Update:
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  • 8
    Helios

    Helios

    Docker container orchestration platform

    This project was created when there were no open-source container orchestration frameworks. Since the advent of Kubernetes and other tools, we've stopped adding new features to helios and are now switching to other tools like Kubernetes. This project will no longer have new features or accept PRs for new features. We will continue to accept bug fixes, however. Helios is a Docker orchestration platform for deploying and managing containers across an entire fleet of servers.
    Downloads: 0 This Week
    Last Update:
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  • 9
    Mesos Cluster

    Mesos Cluster

    Scripts to configure a Mesos cluster using Mesos and Mesosphere

    Scripts to configure a Mesos cluster using Mesos and Mesosphere services. Mesos master running the Marathon and Chronos frameworks. Mesos agent with Docker containerizer. Mesos DNS for core service discovery. Marathon load balancer using HAProxy for SSL and proxying to internal applications. To try it out locally use the Vagrant configuration. To use the scripts to build a custom Mesos cluster first install the roles in your project and configure Ansible to load roles from the roles directory provided by this project. ...
    Downloads: 0 This Week
    Last Update:
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