Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
-
Updated
Jun 26, 2024 - Python
The general deployment process consists of several interrelated activities with possible transitions between them. These activities can occur at the producer side or at the consumer side or both.
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html
PaddlePaddle End-to-End Development Toolkit(飞桨低代码开发工具)
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
OpenMMLab Model Deployment Framework
Cobbler is a versatile Linux deployment server
Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
Deploy a ML inference service on a budget in less than 10 lines of code.
Create deployable system images from OS X installer
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Like PyTorch for building ML systems. Iterable, debuggable, multi-cloud, 100% reproducible across research and production.
Powerful CLI tool to simplify Amazon ECS deployments, rollbacks & scaling
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
🤖 Auto Deploy Gitee Pages by GitHub Action | 无须人为干预,由 GitHub Action 自动部署 Gitee Pages
The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.
Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it.
Skycap is a container native CI/CD tool
Manage flaky unit tests. Click a checkbox to instantly disable any test on all branches. Works with your current test suite
Continuously build, test, and deploy to any platform and cloud
Build, deploy, and maintain your Rails apps on any cloud or server
A modern container-based CI/CD platform, easily assemble and run pipelines with high performance
Lets developers schedule PRs to be merged at a specific date/time. Useful for scheduling posts on static blog frameworks
Manage and automate Github Deployments across repos and organizations
One-click delivery automation for Web Developers