.. currentmodule:: afqinsight
This class encapsulates an AFQ dataset and has static methods to read data from csv files conforming to the AFQ data standard.
.. autoclass:: AFQDataset
These are AFQ-Insights recommended estimator pipelines.
.. autofunction:: make_afq_regressor_pipeline
.. autofunction:: make_afq_classifier_pipeline
These transformers transform tractometry information from the AFQ standard data format to feature matrices that are ready for ingestion into sklearn-compatible pipelines.
.. autoclass:: AFQDataFrameMapper
This function validates model performance using cross-validation, while checkpointing the estimators and scores.
.. autofunction:: cross_validate_checkpoint