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Tutorials

Calculating differentially expressed features across a trajectory

Included are methods to

  • Calculate the overall feature importance, using calculate_overall_feature_importance
  • Calculate the importance of a feature at a bifurcation point, using calculate_milestone_feature_importance

The plotting of the top features is nicely intergrated into dynplot

Latest changes

Check out news(package = "dynwrap") or NEWS.md for a full list of changes.

Recent changes in dynfeature 1.0.1

  • MINOR CHANGE: Fixes to the description.

Recent changes in dynfeature 1.0.0

Initial release of dynfeature on CRAN.

  • MINOR CHANGE: Use only one core by default.

  • MINOR CHANGE: Support sparse matrices.

  • DOCUMENTATION: Add examples and returns.

Dynverse dependencies

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Install

install.packages('dynfeature')

Monthly Downloads

27

Version

1.0.1

License

MIT + file LICENSE

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Maintainer

Robrecht Cannoodt

Last Published

March 1st, 2023

Functions in dynfeature (1.0.1)

dynfeature

Feature Importance for Dynamic Processes
calculate_branch_feature_importance

Calculating feature importances across trajectories
fi_ranger_rf_lite

Feature Importance methods