Kaggle Kernels

Check out Kaggle notebooks created by Intel® Extension for Scikit-learn* developers.

Acceleration

Introduction to scikit-learn-intelex provides a summary of the speedup you can achieve with Intel® Extension for Scikit-learn*.

Machine Learning Workflows

Browse this chapter to find Kaggle kernels that use scikit-learn-intelex for a specific type of a machine learning task.

Kaggle kernels that use scikit-learn and Intel® Extension for Scikit-learn*:

• Classification Tasks
  • Binary Classification
  • MultiClass Classification
  • Classification Tasks in Computer Vision
  • Classification Tasks in Natural Language Processing
• Regression Tasks
  • Using a Single Regressor
  • Stacking Regressors

Kaggle kernels that use AutoML with Intel® Extension for Scikit-learn*:

• AutoML Workflows