initiating_gis_3

gistfile1.txt

    def __target(self, x, unit):
        """
        Theta target function for one unit
        :param x: combined weights
        :param unit: which production unit to compute
        :return: theta
        """
        in_w, out_w, lambdas = x[:self.m], x[self.m:(self.m+self.r)], x[(self.m+self.r):]  # unroll the weights
        denominator = np.dot(self.inputs[unit], in_w)
        numerator = np.dot(self.outputs[unit], out_w)
        return numerator/denominator