2018/07/23 It is uploaded after the deadline.
Please Check Array.py
run python problem2.py
it will print the Accuracy Percentage on your terminal
run python problem3.py for eps0=0.1 AND baseline perturbation and save image files
run python problem3_report.py for eps0 = [0.001, 0.005, 0.01, 0.05, 0.1, 0.2, 0.5]
run python problem4_1.py for FGSM Loop (Problem4.1)
I set 10 loops for xhat = x + eps
It will print out Accuracy for each Loop
run python prolbem4_3.py for DEFENDING from FGSM
run python prolbem4_3_attack.py for ATTACKING Modified Predictive Model
Array.py: NumPy Like Vector and Matrix(Limited) Calculation
layers.py: Relu, Affine, Softmax Layers are defined
functions.py: vector calculations such as softmax() are defined
fileloader.py: load and save pgm & Parameters
PretrainedThreeLayerNet.py: Three Layer Net with Relu, Affine, Softmax
Please Check report.md in the same directory