Syne Tune

Getting Started

  • Installation
  • What Is Hyperparameter Optimization?
  • First Example
  • Supported HPO Methods
  • Security
  • Citing Syne Tune
  • License

Next Steps

  • Frequently Asked Questions
  • Examples

Tutorials

  • Basics of Syne Tune
  • How to Choose a Configuration Space
  • Using the Built-in Schedulers
  • Multi-Fidelity Hyperparameter Optimization
  • How to Contribute a New Scheduler
  • PASHA: Efficient HPO and NAS with Progressive Resource Allocation
  • Using Syne Tune for Transfer Learning

API docs

  • API Reference
    • benchmarking package
    • setup module
    • syne_tune package
      • StoppingCriterion
      • Tuner
      • Reporter
      • Subpackages
        • syne_tune.backend package
        • syne_tune.blackbox_repository package
        • syne_tune.callbacks package
        • syne_tune.experiments package
        • syne_tune.optimizer package
        • syne_tune.utils package
      • Submodules
Syne Tune
  • API Reference
  • syne_tune package
  • syne_tune.blackbox_repository package
  • syne_tune.blackbox_repository.conversion_scripts package
  • syne_tune.blackbox_repository.conversion_scripts.scripts package
  • syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench package
  • View page source

syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench package

Submodules

  • syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.api module
    • Benchmark
      • Benchmark.query()
      • Benchmark.query_best()
      • Benchmark.get_queriable_tags()
      • Benchmark.get_dataset_names()
      • Benchmark.get_openml_task_ids()
      • Benchmark.get_number_of_configs()
      • Benchmark.get_config()
      • Benchmark.plot_by_name()
  • syne_tune.blackbox_repository.conversion_scripts.scripts.lcbench.lcbench module
    • convert_task()
    • LCBenchRecipe
Previous Next

© Copyright 2025, Amazon.

Built with Sphinx using a theme provided by Read the Docs.