Owen

icon indicating a website link https://scholar.google.com/citations?user=X-MpF9EAAAAJ&hl=en

icon company Fi icon location San Francisco, CA icon location PhD in Biological Sciences, now an ML Engineer

Results 3 issues of Owen

Is it possible to limit DiCE to only vary one feature at a time for each counterfactual?

7 comment

Really enjoying this library, so thanks to everyone who has worked on it. I know that we can use the 'features_to_vary' arg to limit DiCE to produce counterfactuals from a...

enhancement

need to add --image_dir to generate_tfrecord.py

This is a great project and it has helped me a lot with my own work. One issue I had is the Usage guide at the head of generate_tfrecord.py suggests...

predicting archetype membership of new points?

4 comment

Thanks for publishing your implementation, I've really enjoyed your work. One addition to the tutorial notebook that I'd love to see is the application of the trained model to new...