gaitmap.data_transform.TrainableTransformerMixin

class gaitmap.data_transform.TrainableTransformerMixin

Mixin for transformers with adaptable parameters.

Methods

self_optimize(data, **kwargs)

Learn the parameters of the transformer based on provided data.

__init__(*args, **kwargs)

self_optimize(data: Sequence[DataFrame], **kwargs) → Self

Learn the parameters of the transformer based on provided data.

Parameters:

data

A sequence of dataframes, each representing single-sensor data.

kwargs

Optional keword arguments

Returns:

self

The trained instance of the transformer

Examples using gaitmap.data_transform.TrainableTransformerMixin

BarthDtw stride segmentation with Custom Template

BarthDtw stride segmentation with Custom Template

Optimizable Pipelines

Optimizable Pipelines

Cross Validation

Cross Validation

GridSearchCV

GridSearchCV