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By orchestra-research

experiment-tracking-swanlab

orchestra-research836 installs

Track your ML experiments with SwanLab.

What it does

Guides integration of SwanLab into ML training code to track experiment configurations, metrics, and media.

When to use it

Use when tracking and comparing ML experiments, visualizing training, or working with local or self-hosted dashboards.

How to use it

It changes how the agent integrates experiment tracking into ML code, providing logging patterns and configuration practices.

What you provide

  • An existing project

Uses

Latest review

What you need · 2

The tracking examples use swanlab, with version 0.7.11 or later specified.

The cloud or self-hosted login example reads an API key from the environment and supplies it with the server host; local-only logging is also documented.


Access · 1

This skill

swanlab

Execute

Installs SwanLab with media dependencies