clearml-docs/docs/getting_started/main.md

What is ClearML?

ClearML is an open-source, end-to-end AI Platform designed to streamline AI adoption and the entire development lifecycle. It supports every phase of AI development, from research to production, allowing users to leverage any model, dataset, or architecture at scale. ClearML integrates seamlessly with existing tools, frameworks, and infrastructures, offering unmatched flexibility and control for AI builders and DevOps teams building, training, and deploying models at every scale on any AI infrastructure.

Getting Started

Friendly Tutorials to Get You Started

Step 1 - Experiment Management
Step 2 - Remote Execution Agent Setup
Step 3 - Remotely Execute Tasks

What Can You Do with ClearML?

• Track and upload metrics and models with only 2 lines of code
• Reproduce tasks with 3 mouse clicks or 3 lines of code
• Create bots that send you Slack messages based on task behavior (for example, alert you whenever your model improves in accuracy)
• Manage your data - store, track, and version control
• Remotely execute tasks on any compute resource you have available with ClearML Agent
• Automatically scale cloud instances according to your resource needs with ClearML's AWS Autoscaler and GCP Autoscaler GUI applications
• Run hyperparameter optimization
• Build pipelines from code
• Much more!