Welcome to wildboar

Wildboar is a package for supervised and unsupervised machine learning for time series data.

Classification

Identifying which category a time series belong to.

Algorithms: Random shapelet forest and Extra shapelet trees

Regression

Predicting a continuous-valued attribute associated with a time series.

Algorithms: Random shapelet forest and Extra shapelet trees

Counterfactuals

Explaining time series classifiers by counterfactual reasoning.

Algorithms: Shapelet forest counterfactuals, KNearest counterfactuals and Prototype counterfactuals