Introductory examples to the usage of the OpenML python connector.
Benchmark suites
Flows and Runs
Introduction tutorial & Setup
Datasets
In-Depth Examples¶Extended examples for the usage of the OpenML python connector.
Obtaining Flow IDs
Benchmark suites
Logging
Benchmark studies
Plotting hyperparameter surfaces
Plotting hyperparameter surfaces
Tasks
Datasets
Run Setup
Creating and Using a Custom Flow
Creating and Using a Custom Flow
Fetching Evaluations
Tasks: retrieving splits
Flows and Runs
Dataset upload tutorial
Measuring runtimes for Scikit-learn models
Measuring runtimes for Scikit-learn models
Usage in research papers¶These examples demonstrate how OpenML-Python can be used for research purposes by re-implementing its use in recent publications.
Feurer et al. (2015)
Strang et al. (2018)
van Rijn and Hutter (2018)
Perrone et al. (2018)
Download all examples in Python source code: examples_python.zip
Download all examples in Jupyter notebooks: examples_jupyter.zip
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