OpenML Tutorial

OpenML

An introduction to the OpenML ecosystem

  • OpenML Introduction
  • OpenML Python API
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  • OpenML Use Cases

OpenML Hands-on

Learn how to use OpenML to boost your research

  • Python Setup
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  • OpenML Basics
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  • OpenML Basics - Solutions
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  • Scikit-learn Basics
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  • OpenML with scikit-learn
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  • OpenML with scikit-learn - Solutions
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  • Challenge

AutoML

An introduction to Automatic Machine Learning (work in progress)

  • AutoML Introduction

AutoML Hands-on

Learn how to use open source AutoML tools (work in progress)

  • AutoML Bayesian Optimization
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  • AutoML AutoSKlearn
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  • AutoML TPOT
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  • AutoML H2O
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Cheat Sheets

Quick reference cards for organized people

  • OpenML Python cheat sheet
  • OpenML R cheat sheet
  • Scikit-Learn Cheat Sheet

Additional resources