Three functional modules, including genetic features, differential expression analysis and non-additive expression analysis were integrated into the package. And the package is suitable for RNA-seq and small RNA sequencing data. Besides, two methods of non-additive expression analysis were provided. One is the calculation of the additive (a) and dominant (d), the other is the evaluation of expression level dominance by comparing the total expression of the gene in hybrid offspring with the expression level in parents. For non-additive expression analysis of RNA-seq data, it is only applicable to hybrid offspring (including two sub-genomes) species for the time being.

The exponential integrals E_1(x), E_2(x), E_n(x) and
  Ei(x), and the incomplete gamma function G(a, x) defined for
  negative values of its first argument. The package also gives easy
  access to the underlying C routines through an API; see the package
  vignette for details. A test package included in sub-directory
  example_API provides an implementation. C routines derived from the
  GNU Scientific Library <https://www.gnu.org/software/gsl/>.

The Australian Regulatory Guidelines for Prescription
    Medicines (ARGPM), guidance on "Stability testing for prescription
    medicines", recommends to predict the shelf life of chemically derived
    medicines from stability data by taking the worst case situation at batch
    release into account. Consequently, if a change over time is observed,
    a release limit needs to be specified. Finding a release limit and the
    associated shelf life is supported, as well as the standard approach
    that is recommended by guidance Q1E "Evaluation of stability data"
    from the International Council for Harmonisation (ICH).

It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven characterization of subgroups of individuals. Furthermore, it facilitates multi-measure model evaluation, model fairness, and decision curve analysis. Additionally, it offers enhanced visualizations with interactive elements.