You choose the models that best suit your use case and can fine tune their structure if you want. Optimises your models' accuracy-simplicity ratio (ASR) - GPTIPS automatically generates a model portfolio containing models of different levels of complexity and predictive quality. *Īutomatically identifies key predictive features even when your data is noisy and highly correlated with many superfluous features. GPTIPS builds non-linear symbolic regression models when you don't know the 'true' underlying structure. S oothes the pain of deploying - with zero dependencies - your models outside the model building environment. Aimed at ordinary scientists, engineers, analysts, students and other professionals who need/love to build models. These models are not black boxes, they look, feel and act like regular equations like this: No more black boxes! Uses machine learning driven explainable AI ( XAI) to automatically learn compact, explainable and accurate non-linear equations from your data.
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