distillpub / post--building-blocks

The Building Blocks of Interpretability
https://distill.pub/2018/building-blocks
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Spritemap notebooks #21

Closed robbula closed 6 years ago

robbula commented 6 years ago

In the sprite map section of the ipython notebook linked in Teaser.html it is mentioned "Check out other notebooks on how to make your own neuron visualizations." do you have any specific recommendations other than say the tensorflow deepdream notebook?

colah commented 6 years ago

Check out the lucid notebooks, especially the general tutorial on visualizing neurons.

The techniques in that notebook work well enough for everything in the article, and are more or less what we originally used. However, the final spritemaps in the article use a few additional tricks and we should still write a tutorial on reproducing them exactly.

colah commented 6 years ago

More Lucid notebooks will be coming in the future!

colah commented 6 years ago

Just wanted to note that our new differentiable parameterization article explains the transparency trick we use for more focused feature visualization. Check out the notebook!