deepsense.io webinar

Unblackboxing the black box webinar

This is what it is all about

  • Class Activation Maps

query

  • Saliency Maps

query

  • Maximal Activation Image

query

  • Quiver

query

  • TSNE

query

  • Neptune

querymap

  • Tensorboard

query

  • LIME

query

  • Attention

query

Resources and Acknowledgements

Thank you all for letting the world use this!

Keras.io https://keras.io/

Keras-vis https://raghakot.github.io/keras-vis/

Neptune http://neptune.deepsense.io/versions/latest/

Eli5 http://eli5.readthedocs.io/en/latest/overview.html

LIME https://homes.cs.washington.edu/~marcotcr/blog/lime/

Quiver https://github.com/keplr-io/quiver

Tensorflow https://www.tensorflow.org/

https://jacobgil.github.io/deeplearning/class-activation-maps

https://arxiv.org/abs/1312.6034

http://p.migdal.pl/2017/01/06/king-man-woman-queen-why.html

https://nlp.stanford.edu/projects/glove/

https://github.com/philipperemy/keras-attention-mechanism

https://medium.com/@plusepsilon/visualizations-of-recurrent-neural-networks-c18f07779d56

https://richliao.github.io/supervised/classification/2016/12/26/textclassifier-RNN/

https://arxiv.org/pdf/1409.0473.pdf

https://gist.github.com/wassname/5292f95000e409e239b9dc973295327a

https://gist.github.com/nigeljyng/37552fb4869a5e81338f82b338a304d3

This is us

Alt text for your video

Alt text for your video

Alt text for your video