Machine Learning, Naturallanguageprocessing, NLP, Bots.
is mostly not a drug. Maximizing the Likelihood First we need to get the Derivative of Likelihood (probability of MaxEnt) w.r.t each feature weight. The partial derivatives can be calculated easily. We need this to find the parameters λ1,λ2,λ3, etc. We can plot the function values and get the