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Model Fine-Tuning with Eureqa

mel
DataRobot Alumni

Model Fine-Tuning with Eureqa

DataRobot offers the ability to apply symbolic regression to your dataset in the form of the Eureqa algorithm. Eureqa returns human-readable and interpretable analytic expressions and allows us to incorporate our own domain expertise about the problem. 

This accelerator shows how the Eureqa algorithm can "discover" the gravitational constant by finding the correct relationship between the variables from a double-pendulum experiment.

This notebook covers the following activities:

  • Applying the Eureqa algorithm to your dataset
  • Tuning the model's mathematical building blocks to incorporate our domain expertise about the problem
  • Accessing the resulting closed-form expression 
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