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rubicon-ml v0.12.1
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rubicon-ml v0.12.1

Quick Look

  • Logging Experiments
  • Sharing Experiments
  • Visualizing Experiments

Tutorials

  • Ignoring Exceptions with Failure Modes
  • Logging Training Metadata
  • Logging Plots as PNGs
  • Logging Concurrently
  • Logging with a schema
  • Tagging
  • Query projects & experiments with RubiconJSON
  • Visualizations
    • Dataframe Plot
    • Experiments Table
    • Metric Correlation Plot
    • Metric Lists Comparison
    • Dashboard

How to...

  • Distinguish Failed Experiments
  • Integrate with Git
  • Integrate with Prefect
  • Integrate with Scikit-learn
  • Link Plots to Features
  • Log with Multiple Backends
  • Manage Experiment Relationships
  • Register a custom schema
  • Set a schema on a project
  • Visualize Logged Dataframes

Explanation

  • Glossary
  • FAQs

Reference

  • API Reference
  • Representing model metadata with a schema

Community

  • Developer Guide
  • Contribute a schema
  • Changelog
  • Feedback
  • GitHub
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