whyisyoung

icon company UIUC icon location Bay Area, CA icon location CS PhD from UIUC. Security and Machine Learning.

Results 3 issues of whyisyoung

add a PE malware corpora

AutoEncoder does not generate a symmetric model

3 comment

Hi, I plotted the model when printing the model summary: https://github.com/yzhao062/pyod/blob/da68f50ee79bd74777d2d406cac6dcfad412e599/pyod/models/auto_encoder.py#L187 And it seems that you added an extra layer at the beginning with the same dimension as the input....

bug
help wanted

The output gradient value is much smaller than the PAIR/saliency implementation

I noticed that the output gradient is pretty small (1e-14\~1e-7) while much bigger (1e-8\~1e-1) in the [https://github.com/PAIR-code/saliency](https://github.com/PAIR-code/saliency) implementation. First, I tried this notebook: https://github.com/PAIR-code/saliency/blob/master/Examples.ipynb and output the min/max of vanilla...