MLOps-Basics is a collection of implementation guides and blueprints for automating the machine learning lifecycle. It provides practical workflows for managing the transition of models from training to production deployment, focusing on the integration of operational tools into the machine learning pipeline. The project features specific architectural patterns for deploying containerized models using serverless infrastructure and cloud registries. It includes frameworks for tracking large datasets and model artifacts via remote storage, as well as guides for converting models into standardiz
Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on your favorite cloud in minutes.
diun is a monitoring service that tracks container registries for new tags or digest changes to notify users when image updates are available. It functions as a container orchestration watcher and registry notification engine, identifying images used within environments to ensure container deployments remain up to date. The project distinguishes itself by providing automated image discovery across multiple orchestrators and runtimes, including Kubernetes, Docker Swarm, Nomad, and containerd. It supports flexible configuration through YAML files, environment variables, and metadata labels or a
Jenkins cloud plugin that uses Docker
Principalele funcționalități ale jenkinsci/docker-plugin sunt: Integration and Automation, CI/CD Pipelines.
Alternativele open-source pentru jenkinsci/docker-plugin includ: graviraja/mlops-basics — MLOps-Basics is a collection of implementation guides and blueprints for automating the machine learning lifecycle. It… defanglabs/defang — Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on… docker/openstack-docker. drone/drone — Drone is a container-based continuous integration and delivery platform, source control management system, and… en/actions. crazy-max/diun — diun is a monitoring service that tracks container registries for new tags or digest changes to notify users when…