visual-analytics-in-deep-learning
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added livelossplot python package
Hi @fredhohman!
I add https://github.com/stared/livelossplot, an Python package for visualizing metrics during training. It is extensible, so one can add other qualities to track during training (e.g. https://github.com/stared/livelossplot/blob/master/examples/2d_prediction_maps.ipynb for didactic purposes) . Not sure how you approach packages (rather than publications). Though, since there are some things with "publication: web" I give it a try (especially many machine learning visualization tools are primarily/only libraries).
As a side note, I like this PR-based lists, vide http://p.migdal.pl/interactive-machine-learning-list/.
Hi @stared!
Thanks for the PR and the other resources! http://p.migdal.pl/interactive-machine-learning-list/ is a great list too!
This repo accompanies our IEEE TVCG paper and focused on (mostly) published interfaces and systems for visual analytics in deep learning; we didn't discuss toolkits too much.
Let me think about this a bit more—maybe we could add a toolkit/library section to include your PR and other resources that aren't explicitly research papers.
Thanks!