AIDA 0.1.0
AIDA 0.1.1
- Fix vignette rendering issue.
AIDA 0.1.2
AIDA 0.1.3
- First CRAN submission.
- Minor fixes for CRAN compliance.
AIDA 0.1.4
- Compress included datasets to reduce package size.
AIDA 0.1.5
- Missing entries added; graphical parameter handling fixed.
AIDA 0.1.6
- Add
rbind method for intData class.
AIDA 0.2.0
- Introduced functionality for explainable outlier detection using
Shapley values.
- Added functions to compute feature contributions and interaction
effects:
int_Shapley(), int_Shapley_decomp(),
and int_Shapley_interaction().
- Added visualization functions for Shapley values and Shapley
interaction indices:
plot_bar_int_Shapley_decomp(),
plot_bar_int_Shapley(),
plot_beeswarm_int_Shapley(),
plot_int_Shapley_inter(), and
plot_radar_int_Shapley().
- Functions
SYMB.biplot() and
SYMB.pairs.panels() renamed to
plot_scatter_int() and plot_pairs_int(),
respectively.
- Removed functions
angle_error(),
frobenius_error(), and KL_divergence().
- Improvements to documentation and usability.
- Added a unit test suite.
- Reduced package dependencies.
AIDA 0.2.1
- Fixed handling of degenerate constant latent samples when computing
KDE-based latent moments, improving compatibility with
kde1d 1.2.0 and later.
- Added an option to retain or remove degenerate intervals in
micro2intData().
- Added support for univariate datasets in
IMCD().
- Added an option to customize the y-axis limits in
plot_beeswarm_int_Shapley().
- Simplified the column names of the
entrecampos_air_quality dataset.
- Improved documentation.