Welcome to HyperState’s documentation!

HyperState is an opinionated Python library for managing hyperparameters and mutable state of machine learning training systems.

Check out the Usage section for further information, including how to Installation the project.

Contents

• Usage
  • Installation
• API
  • hyperstate.load
    • load()
  • hyperstate.loads
    • loads()
  • hyperstate.dump
    • dump()
  • hyperstate.dumps
    • dumps()
  • hyperstate.StateManager
    • StateManager
      • StateManager.__init__()
  • hyperstate.Versioned
    • Versioned
      • Versioned.__init__()
  • hyperstate.Serializable
    • Serializable
      • Serializable.__init__()
  • hyperstate.Lazy
    • Lazy
      • Lazy.__init__()
  • hyperstate.command
    • command()
  • hyperstate.stateful_command
    • stateful_command()
  • hyperstate.schema_evolution_cli
    • schema_evolution_cli()