Examples

Tip

Check out the Tune User Guides To learn more about Tune’s features in depth.

Search Algorithm Examples

Other Examples

Exercises

Learn how to use Tune in your browser with the following Colab-based exercises.

Exercise Description Library Colab Link
Basics of using Tune. TF/Keras Tune Tutorial
Using Search algorithms and Trial Schedulers to optimize your model. Pytorch Tune Tutorial
Using Population-Based Training (PBT). Pytorch Tune Tutorial
Fine-tuning Huggingface Transformers with PBT. Huggingface Transformers/Pytorch Tune Tutorial
Logging Tune Runs to Comet ML. Comet Tune Tutorial

Tutorial source files can be found here.