Preprocessing¶
Sequentia provides an adapted version of the sklearn.preprocessing
interface,
modified for sequential data support but also continuing to support most of the Scikit-Learn transformations out-of-the-box.
Transformations can be applied to all of the input sequences collectively — treated as a single array,
or on an individual basis by using the IndependentFunctionTransformer
.
Transformation steps can be combined together with an estimator in a Pipeline
which follows the Scikit-Learn interface.
Additional transformations specific to sequences are also provided, such as filters for signal data.