Extension for scikit-learn* Tutorials & Case Studies
Explore the tutorials & case studies to help you to harness the full potential of Extension for scikit-learn*.
Tutorials
An overview of scikit-learn essentials.
Special technique to perform scikit-learn computation on Intel GPUs.
Techniques for maximizing Extension for Scikit-learn*.
Simple Installation of Extension for Scikit-learn* on Google Colaboratory.
An overview of scikit-learn essentials.
Guides
A guide describing best practices for ensuring optimal performance in machine learning workflows that use scikit-learn.
Blueprints
AI Starter Kit to predict probability of a loan default from client using XGBoost and leveraging Intel® optimizations for model serving.
AI Starter Kit for Network Intrusion Detection using Extension for scikit-learn*.
See more blueprints for Intel solutions for machine learning at the Software Catalog:
Case Studies
Leveraging Open-Source AI Technologies with Red Hat OpenShift* Data Science and Intel® Architecture.
The neurotechnology startup used Extension for scikit-learn* to the improve efficiency and build times of deep-learning models used in its Brain Waves AI system.