Examples Gallery¶

Introductory Examples¶

Introductory examples to the usage of the OpenML python connector.

Benchmark suites — Benchmark suites¶

Flows and Runs — Flows and Runs¶

Introduction tutorial & Setup — Introduction tutorial & Setup¶

Datasets — Datasets¶

In-Depth Examples¶

Extended examples for the usage of the OpenML python connector.

Obtaining Flow IDs — Obtaining Flow IDs¶

Benchmark suites — Benchmark suites¶

Logging — Logging¶

Benchmark studies — Benchmark studies¶

Plotting hyperparameter surfaces — Plotting hyperparameter surfaces¶

Run Setup — Run Setup¶

Tasks — Tasks¶

Datasets — Datasets¶

Creating and Using a Custom Flow — Creating and Using a Custom Flow¶

Tasks: retrieving splits — Tasks: retrieving splits¶

Fetching Evaluations — Fetching Evaluations¶

Flows and Runs — Flows and Runs¶

Dataset upload tutorial — 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) — Feurer et al. (2015)¶

Strang et al. (2018) — Strang et al. (2018)¶

van Rijn and Hutter (2018) — van Rijn and Hutter (2018)¶

Perrone et al. (2018) — Perrone et al. (2018)¶

Gallery generated by Sphinx-Gallery