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Add note for broken links
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README.md

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@@ -81,6 +81,10 @@ sudo pip install keras-vis
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## Visualizations
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**NOTE: The links are currently broken and the entire documentation is being reworked.
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Please see examples/ for samples.**
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Neural nets are black boxes. In the recent years, several approaches for understanding and visualizing Convolutional
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Networks have been developed in the literature. They give us a way to peer into the black boxes,
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diagnose mis-classifications, and assess whether the network is over/under fitting.

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