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

Syne Tune

Code in benchmarking/examples/launch_local
View page source

Code in benchmarking/examples/launch_local

Comparison of baseline methods on real benchmark, using the LocalBackend.

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