Should be raised when parsing a .ts file and the format is incorrect.

Apply FPCA on a set of time series to transform the series into a reduced dimension

This is a wrapper for Linear models.

Apply PCA on a set of time series to transform the series into a reduced dimension

This is a wrapper for RandomForest model.

This is a wrapper for SupportVectorRegression (SVR) model.

This is a general class for transforming a time series, i.e. extracting features from a time series

This is a wrapper for XGBoost.

This is a superclass for Deep Learning models for Regression

This is a class implementing the FCN model for time series regression. The code is adapted from https://github.com/hfawaz/dl-4-tsc designed f

This is a class implementing a single InceptionTime model for time series regression. The code is adapted from https://github.com/hfawaz/Ince

This is a super class for general machine learning regressors. It takes features extracted from the time series as input and passed to a regr

This is a class implementing the ResNet model for time series regression. The code is adapted from https://github.com/hfawaz/dl-4-tsc designe

This is a class implementing Rocket for time series regression. The code is adapted by the authors from the original Rocket implementation at

This is a super class for time series regressors