omega-ml
  • Introduction
  • User Guide
    • Getting started
    • Working with datasets
    • Working with models
    • Working with notebooks
    • Deploying models and pipelines
    • Command-line interface
    • Advanced features
    • Integration
  • Administration
  • Development Guide
  • Reference
  • Tutorial Notebooks
  • Screenshots
  • More information
omega-ml
You're reading the documentation for a development version. For the latest released version, please have a look at release/0.17.0.
  • User Guide
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User GuideΒΆ

  • Getting started
    • Setting up your environment
  • Working with datasets
    • Storing and retrieving data
    • Filtering Data
    • Large, Out of Core-sized DataFrames
  • Working with models
    • Introduction to models
    • Capturing model metrics
    • Working with ML frameworks
  • Working with notebooks
    • Working with notebooks
    • Running notebooks on the cloud
    • Parallel Execution
    • Scheduling notebooks
  • Deploying models and pipelines
    • What is the runtime?
    • Using the runtime for MLOps
    • The omegam-ml REST API
    • Logging runtime execution
    • Monitoring the runtime
  • Command-line interface
    • Using the command-line interface
    • Working with models
    • Working with datasets
    • Working with scripts
    • Working with notebooks
    • Working with the runtime
  • Advanced features
    • Working with scripts
    • Working with streams
    • Working with clusters
    • Customizing omega-ml
  • Integration
    • Integrate with Gitlab CI/CD
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