domsearson/gptips-2-0
Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB
This platform helps engineers and scientists create and understand complex mathematical models from their data. It takes in datasets and produces both predictive models and clear explanations of how those models work, along with tools to simplify and export them. It's designed for professionals who need to develop and interpret non-linear regression models using MATLAB.
No commits in the last 6 months.
Use this if you need to build, interpret, visualize, and simplify non-linear regression models in MATLAB, especially when understanding the model's logic is as important as its predictions.
Not ideal if you are using MATLAB versions R2018a or newer and plan to use the Sym-XAI explainable AI module, as it has known compatibility issues with newer Symbolic Math Toolbox versions.
Stars
17
Forks
12
Language
MATLAB
License
GPL-3.0
Category
Last pushed
Aug 15, 2022
Commits (30d)
0
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