Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
to have some prior knowledge of the functional from of the treatment. I chose to use the Micaelis-Menton equation to build my response curves — However, this may not fit your problem and can be replaced by other transformations which are more suitable. Using SLSQP to solve nonlinear programming