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Intel(R) Extension for Scikit-learn* 2023.0.1 documentation

About

  • Acceleration
  • Patching
  • Medium Blogs
  • System Requirements
  • Memory Requirements

Get Started

  • Installation
  • Quick Start
  • Samples
  • Kaggle Kernels
    • Classification Tasks
    • Regression Tasks
    • AutoML Workflows

Developer Guide

  • Supported Algorithms
  • Acceleration Details
  • Global Patching
  • Verbose Mode
  • Distributed Mode
  • oneAPI and GPU support

Community

  • Support
  • How to Contribute
Theme by the Executable Book Project

Follow us on Medium¶

We publish blogs on Medium, so follow us to learn tips and tricks for more efficient data analysis the help of Intel® Extension for Scikit-learn*. Here are our latest blogs:

  • Save Time and Money with Intel Extension for Scikit-learn,

  • Superior Machine Learning Performance on the Latest Intel Xeon Scalable Processors,

  • Leverage Intel Optimizations in Scikit-Learn,

  • Intel Gives Scikit-Learn the Performance Boost Data Scientists Need,

  • From Hours to Minutes: 600x Faster SVM,

  • Improve the Performance of XGBoost and LightGBM Inference,

  • Accelerate Kaggle Challenges Using Intel AI Analytics Toolkit,

  • Accelerate Your scikit-learn Applications,

  • Accelerate Linear Models for Machine Learning,

  • Accelerate K-Means Clustering.

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System requirements and supported configurations

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