Sklearn Algorithm Cheat Sheet

The appropriate model or algorithm for inference varies depending on the type of data and the problem at hand. By following the flowchart provided by Sklearn, shown below, you can get a rough idea of the approach to selecting which model to apply to your data.

Choosing the right estimator

The circular boxes represent questions, while the rectangular boxes represent algorithms.

References

https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html