heal-research / HEAL.NonlinearRegression

Fit and evaluate nonlinear regression models.
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Interpretation and reverse mode autodiff as an alternative evaluation method instead of expression tree compiliation #3

Closed gkronber closed 1 year ago

gkronber commented 1 year ago

Currently, models are transformed to expression trees and then compiled for evaluation. Derivatives are calculated symbolically.

An interpreter for expression trees (with auto-diff support) would allow to use the library in settings where we have evaluate many different models efficiently.

gkronber commented 1 year ago

Implemented in autodiff branch