Samples
The following samples are also provided as Jupyter notebooks in Extension for Scikit-learn* repository. If you want to run them locally, refer to these instructions.
Classification Tasks
Regression Tasks
- ElasticNet for Airlines DepDelay dataset
- Lasso Regression for YearPredictionMSD dataset
- Linear Regression for YearPredictionMSD dataset
- Nu-Support Vector Regression (NuSVR) for Medical Charges dataset
- Random Forest for Yolanda dataset
- Rigde Regression for Airlines DepDelay dataset
- Ridge Regression on New York City Bike Share dataset
- Ridge Regression on IEEE-CIS Fraud Detection dataset
- Ridge Regression on Higgs dataset
Clustering Tasks
Dimensionality Reduction Tasks
Jupyter Notebook Samples
See also
There are also Kaggle kernels that use Extension for Scikit-learn* for a variety of machine learning scenarios.
Note
Explore the complete list of oneAPI code samples in the oneAPI Samples Catalog. These samples were designed to help you develop, offload, and optimize multiarchitecture applications targeting CPUs, GPUs, and FPGAs.