Time series regression#
The sktime.regression
module contains algorithms and composition tools for time series regression.
All current sktime Regressors can be listed using the sktime.registry import
all_estimators
function.
Composition#
Time-Series Forest Regressor. |
Deep learning#
|
Time Series Convolutional Neural Network (CNN), as described in [1]. |
|
Time series attentional prototype network (TapNet), as described in [1]. |
Distance-based#
|
KNN Time Series Regressor. |
Dummy#
|
DummyRegressor makes predictions that ignore the input features. |
Interval-based#
|
Time series forest regressor. |
Kernel-based#
|
Regressor wrapped for the Rocket transformer using RidgeCV regressor. |
Base#
Abstract base class for time series regressors. |
|
Abstract base class for deep learning time series regression. |