Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
systems where increasing input does not proportionally increase output due to saturation factors. Below we visualise how different values of alpha and lamda effect the curve: def michaelis_menten(x, alpha, lam): return alpha * x / (lam + x) User generated image Once we have our response curves,