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Determine what data visualisations can be derived from a neural model #80

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StefanKennedy opened this issue Nov 20, 2018 · 3 comments

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@StefanKennedy
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StefanKennedy commented Nov 20, 2018

Update:
Niall and Stefan have contributed to this issue by highlighting some libraries and visualizations that can be performed on Keras and Tensorflow models and the like. Thus far, no effort on the frontend to implement neural visualizations.

@Deniall Deniall added Amazoff Frontend of project Machine Learning Backend Backend of the frontend (Yep..) labels Nov 20, 2018
@Deniall Deniall changed the title Determine what data visualisations can be derived from our model Determine what data visualisations can be derived from a neural model Feb 20, 2019
@Deniall Deniall added Deep Learning STRETCH and removed Backend Backend of the frontend (Yep..) labels Feb 20, 2019
@Deniall Deniall closed this as completed Feb 21, 2019
@Deniall Deniall reopened this Feb 21, 2019
@Deniall Deniall added Research and removed STRETCH labels Feb 21, 2019
@StefanKennedy
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A way to visualize convolutional neural networks: https://medium.com/@awjuliani/visualizing-neural-network-layer-activation-tensorflow-tutorial-d45f8bf7bbc4

We're not working with images, but might be a lead to separate the layers to test them independently

@StefanKennedy
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StefanKennedy commented Mar 1, 2019

Not sure if we'll end up with Keras, but this is interesting: https://keras.io/callbacks/

Tensorboard may also show some interesting visualisations

@Deniall
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Deniall commented Mar 4, 2019

Here's an interesting JS library, that acts as a wrapper on Tensorflow or Keras models for visualization purposes, you can see what happens in the network when a new sample is entered:

https://medium.freecodecamp.org/tensorspace-js-a-way-to-3d-visualize-neural-networks-in-browsers-2c0afd7648a8

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