| Name : R-nn2poly
| |
| Version : 0.1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp154.1.4
| Date : 2024-09-12 11:03:16
|
| Group : Development/Libraries/Other
| Source RPM : R-nn2poly-0.1.1-lp154.1.4.src.rpm
|
| Size : 0.75 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Neural Network Weights Transformation into Polynomial Coefficients
|
Description :
Implements a method that builds the coefficients of a polynomial model
that performs almost equivalently as a given neural network (densely
connected). This is achieved using Taylor expansion at the activation
functions. The obtained polynomial coefficients can be used to explain
features (and their interactions) importance in the neural network,
therefore working as a tool for interpretability or eXplainable
Artificial Intelligence (XAI). See Morala et al. 2021
< doi:10.1016/j.neunet.2021.04.036>, and 2023
< doi:10.1109/TNNLS.2023.3330328>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
