Activity recognition (walking, standing, ...) from smartphone low level sensor data.
Dataset: UCI Human Activity Using Smartphones (http://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones)
The code includes several standard sklearn classifiers that have been tried out on the dataset as well as a custom Linear CRF implementation.