Sycorax

The class `MalConv` in this repo appears to be missing the ReLU activation after applying the first fully-connected layer. From page 10 of "Malware Detection by Eating a Whole EXE,"...

It looks like master_2018.json is a copy of master_2017.json. I've only given it a cursory examination, but one year's tweets (2017) have the same number of characters of one month's...

bug; the CAE penalty is incorrect for any non-sigmoid activation

4

The CAE class uses the relu nonlinearity. https://github.com/avijit9/Contractive_Autoencoder_in_Pytorch/blob/master/CAE_pytorch.py#L61 However, the way the CAE loss is computed is only valid for sigmoid activations. This is easy enough to show: the derivative...