# Examples

Here we provide a few examples of using `cuml.accel`. The code for the
examples in this section is available in the cuML GitHub repository at [https://github.com/NVIDIA/cuml/tree/main/docs/source/cuml-accel/examples](https://github.com/NVIDIA/cuml/tree/main/docs/source/cuml-accel/examples).

* [Zero Code Change Acceleration: Getting Started with cuml.accel](getting_started/index.html.md)
* [Performance Profiling and Debugging with cuml.accel](profiling/index.html.md)
* [K-Means Clustering: scikit-learn to GPU with Zero Code Changes](plot_kmeans_digits/index.html.md)
* [Accelerating Third-Party Applications](third-party-apps/index.html.md)
* [Exporting cuml.accel Models to ONNX](onnx_export/index.html.md)
* [Hyperparameter Search with RandomizedSearchCV](hyperparameter_search/index.html.md)