CML (Continuous Machine Learning)

Model Store Overview

Vendor Name	CML (Continuous Machine Learning)
Stand-alone vs. Platform	Stand-alone
Delivery Model	Open-source
Clouds Supported	Open-source
Pricing Model	Open-source
Service Level Guarantees	None
Support	Open-source: community (Discord server, GH issues, self-hosted forum, support email, social media)
SSO, ACL	N/A
Security and Compliance	None

Setup	Familiarity with CI/CD workflows.
Flexibility, Speed, and Accessibility	Supports GitHub Actions, GitLab CI/CD, and Bitbucket Cloud. Easily launch AWS & Azure spot instances.
Model Versioning, Lineage, and Packaging	N/A
Log and Display of Metadata	Image hosting & injection into markdown comments on PRs/commits.
Comparing Experiments and Models	User-defined reports
Organizing and Searching Experiments and Models	N/A
Model Review, Collaboration, and Sharing	Sends reports using comments & checks via CI/CD system
CI/CD/CT Compatibility	Cloud compute credentials may be provided as secret env vars in CI/CD
Integrations	Supports GitHub Actions, GitLab CI/CD, and Bitbucket Cloud. Supports live tracking in GitHub comments via TensorBoard.dev & Chrome

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