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

Model Store Capabalities

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

Reviews

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