sigma:=x->exp(x)/(1+exp(x));

NiM+SSZzaWdtYUc2ImYqNiNJInhHRiVGJTYkSSlvcGVyYXRvckdGJUkmYXJyb3dHRiVGJSomLUkkZXhwRzYkSSpwcm90ZWN0ZWRHRjBJKF9zeXNsaWJHRiU2IzkkIiIiLCZGNEY0Ri1GNCEiIkYlRiVGJQ==

loss:=(y,ah)->y*ln(y/sigma(ah))+(1-y)*ln((1-y)/(1-sigma(ah)));

NiM+SSVsb3NzRzYiZio2JEkieUdGJUkjYWhHRiVGJTYkSSlvcGVyYXRvckdGJUkmYXJyb3dHRiVGJSwmKiY5JCIiIi1JI2xuRzYkSSpwcm90ZWN0ZWRHRjRJKF9zeXNsaWJHRiU2IyomRi9GMC1JJnNpZ21hR0YlNiM5JSEiIkYwRjAqJiwmRjBGMEYvRjxGMC1GMjYjKiZGPkYwLCZGMEYwRjhGPEY8RjBGMEYlRiVGJQ==

plot([sigma(ah),.99999,loss(.99999,ah),.95,loss(.95,ah),.6,loss(.6,ah),.4,loss(.4,ah)],ah=-5..10,view=-.1..2,color=[black,red,red,green,green,yellow,yellow,blue,blue]);

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