{"repo":"clearml/clearml-server","free":true,"listed":false,"github":"https://github.com/clearml/clearml-server","clone":"git clone https://github.com/clearml/clearml-server.git","description":"ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution","language":"Python","stars":467,"topics":["version-control","experiment-manager","version","control","experiment","deeplearning","deep-learning","machine-learning","machinelearning","ai"],"license":null,"category":"machine-learning","readme_excerpt":"ClearML - Auto-Magical Suite of tools to streamline your ML workflow Experiment Manager, ML-Ops and Data-Management ClearML Server The ClearML Server is the backend service infrastructure for ClearML. It allows multiple users to collaborate and manage their experiments. ClearML offers a free hosted service, which is maintained by ClearML and open to anyone. In order to host your own server, you will need to launch the ClearML Server and point ClearML to it. The ClearML Server contains the following components: The ClearML Web-App, a single-page UI for experiment management and browsing RESTful API for: Documenting and logging experiment information, statistics and results Querying experiments history, logs and results Locally-hosted file server for storing images and models making them easily accessible using the Web-App You can quickly deploy your ClearML Server using Docker, AWS EC2 AMI, or Kubernetes. System design The ClearML Server has two supported configurations: - Single IP (domain) with the following open ports - Web application on port 8080 - API service on port 8008 - File storage service on port 8081 - Sub-Domain configuration with default http/s ports (80 or 443) - Web application on sub-domain: app.\\ .\\ - API service on sub-domain: api.\\ .\\ - File storage service on sub-domain: files.\\ .\\ Launching The ClearML Server Prerequisites The ports 8080/8081/8008 must be available for the ClearML Server services. For example, to see if port 8080 is in use: Linux or macO","default_branch":null,"files":null,"tree":[],"storefront":"/r/clearml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/clearml/clearml-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}