ClearML
Open-source MLOps platform for experiment management, orchestration, and model deployment
Open SourceOpen source (Apache 2.0), ClearML Hosted free tier, Pro from $125/mo APIOpen Source web api
Visit ClearMLAbout ClearML
ClearML is an open-source MLOps suite covering the full ML lifecycle. It provides experiment tracking, pipeline orchestration, data management, and model serving. ClearML Orchestration automates resource allocation and job scheduling across GPU clusters. The platform stands out for its auto-logging capability that requires minimal code changes.
Key Features
- Auto-logging experiments
- Pipeline orchestration
- Data management
- Model serving
- GPU cluster management
- Hyper-parameter optimization
- Reports and dashboards
Pros
- True open source
- Minimal code changes needed
- Full MLOps lifecycle
- Good orchestration
Cons
- UI less modern than competitors
- Smaller community
- Documentation gaps
Tags
mlopsopen-sourceorchestrationexperiment-trackingpipeline
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