Version 2.2.0#

  • Initial support for Datasets concat
  • Improved inverse_transform_fis support

    • Added extra support for inverse_transform_fis method in BPtEvaluator.

    • Now supports some complex inverse transformations from nested Loader, as well as some other bug fixes / new support.

  • New support for nested_model in BPtEvaluator

    • Methods get_X_transform_df and permutation_importance have a new parameter called nested_model which allows for transforming in nested pipelines

  • Loader bug fix

    • Call fit_transform on first data point instead of just fit.

  • Updated compatibility with pandas 1.4

    • The update to pandas 1.4 was causing some issues with data types, these have been fixed.

  • Removed RandomParcellation, SurfLabels and SurfMaps

    • Newer implementations, with more tests are available for these objects through the neurotools package.

  • Add / changed some default pipelines

    • Changed name of svm pipe, and some new other default pipes

  • Improving Test coverage

    • Added more misc tests, filling in gaps related to test coverage.