ml4eft.core.classifier

Binary classifier module

Classes

Classifier(architecture, c)	The decssion function \(g(x, c)\)
ConstraintActivation(c)	Class to transform the classifier output to ensure a positive likelihood ratio
CustomActivationFunction()	Class to construct custom activation functions
EventDataset(df, xsec, path, n_dat, features)	Event loader
Fitter(json_path, mc_run, c_name, output_dir)	Training class
MLP(architecture)	Multi Layer Perceptron that serves as building block for the binary classifier
PreProcessing(fitter, path)	A feature preprocessor and data loader