Md. Khairul Islam

icon indicating a website link https://khairulislam.github.io icon indicating an email [email protected]

icon company University of Virginia icon location Virginia, USA icon location Ph.D. candidate in AI Research, Computer Science, University of Virginia. Former Software Developer at Samsung R&D, Bangladesh. Completed B.Sc. in CSE from BUET

Results 7 comments of Md. Khairul Islam

Nonuniform distributions for Morris sampling returns inf

Hi, I am facing the same issue in the latest version. Has it been solved?

Toc toggle not working on new version

I'm having the same issue. I have tried every other latest version. Release 0.14.0 is working fine with the toggle.

Using IntegratedGradients to explain LSTM model

Hi @qishubo, the correct attr shape for each target is meant to be [batch_size, time steps, num_features]. Because the importance can change across time. However, if you want only one...

Using IntegratedGradients to explain LSTM model

Hi @qishubo , Some attribution methods return signed values, which interpret positive or negative correlations/relevance between the input and output. For your case, it is more accurate to sum(abs(attr)) because...

when there are many input features ,how to use the IntegratedGradients?

Hi @Sarah-air , if your model uses all 4 inputs, then normal passing is fine. but if it doesn't, you'll have to pass only the inputs that your model uses...

when there are many input features ,how to use the IntegratedGradients?

Hi @phet1999 , try interpreting one input at a time. Then add the returned interpretations in a tuple. You could have a variable inside the model class to set which...

cannot use!

same issue here