ClearML

ClearML is an open-source MLOps platform designed to streamline machine learning development and operations. It provides a comprehensive suite of tools for data scientists and ML engineers to manage their entire ML workflow, from experiment tracking and version control to model deployment and monitoring. Key features include experiment logging, data management, model management, pipeline orchestration, and production monitoring. The platform aims to ensure reproducibility, scalability, and collaboration within ML teams, allowing them to efficiently build, train, deploy, and manage machine learning models.