I have implemented a new basis function for the SyIdentPy library: the Bilinear Basis Function. This function is a subcase of NARMAX Polynomial Models.
For additional context, the Bilinear Basis Function is based on the method described in the following paper: Bilinear Basis Function Method - IJC 1989. This method is well-documented and has proven effective in various system identification tasks.
As the next step, I plan to develop comprehensive test functions to ensure the robustness and accuracy of the new implementation.
Please review the changes and provide any feedback.
I have implemented a new basis function for the SyIdentPy library: the Bilinear Basis Function. This function is a subcase of NARMAX Polynomial Models.
For additional context, the Bilinear Basis Function is based on the method described in the following paper: Bilinear Basis Function Method - IJC 1989. This method is well-documented and has proven effective in various system identification tasks.
As the next step, I plan to develop comprehensive test functions to ensure the robustness and accuracy of the new implementation.
Please review the changes and provide any feedback.