Examples¶

Introductory Examples¶

Introductory examples to the usage of the OpenML python connector.

../_images/sphx_glr_simple_suites_tutorial_thumb.png

Benchmark suites¶

../_images/sphx_glr_simple_flows_and_runs_tutorial_thumb.png

Flows and Runs¶

../_images/sphx_glr_introduction_tutorial_thumb.png

../_images/sphx_glr_simple_datasets_tutorial_thumb.png

In-Depth Examples¶

Extended examples for the usage of the OpenML python connector.

../_images/sphx_glr_flow_id_tutorial_thumb.png

Obtaining Flow IDs¶

../_images/sphx_glr_suites_tutorial_thumb.png

Benchmark suites¶

../_images/sphx_glr_configure_logging_thumb.png

../_images/sphx_glr_plot_svm_hyperparameters_tutorial_thumb.png

Plotting hyperparameter surfaces¶

../_images/sphx_glr_study_tutorial_thumb.png

Benchmark studies¶

../_images/sphx_glr_datasets_tutorial_thumb.png

../_images/sphx_glr_run_setup_tutorial_thumb.png

../_images/sphx_glr_tasks_tutorial_thumb.png

../_images/sphx_glr_flows_and_runs_tutorial_thumb.png

Flows and Runs¶

../_images/sphx_glr_task_manual_iteration_tutorial_thumb.png

Tasks: retrieving splits¶

../_images/sphx_glr_fetch_evaluations_tutorial_thumb.png

Fetching Evaluations¶

../_images/sphx_glr_create_upload_tutorial_thumb.png

Dataset upload tutorial¶

Usage in research papers¶

These examples demonstrate how OpenML-Python can be used for research purposes by re-implementing its use in recent publications.

../_images/sphx_glr_2015_neurips_feurer_example_thumb.png

Feurer et al. (2015)¶

../_images/sphx_glr_2018_ida_strang_example_thumb.png

Strang et al. (2018)¶

../_images/sphx_glr_2018_kdd_rijn_example_thumb.png

van Rijn and Hutter (2018)¶

../_images/sphx_glr_2018_neurips_perrone_example_thumb.png

Perrone et al. (2018)¶

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