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CPSSD / LUCAS

The repository for the LUCAS/Lucify project
MIT License
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Determine what data visualisations can be derived from a neural model #80

Open StefanKennedy opened 5 years ago

StefanKennedy commented 5 years ago

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.

StefanKennedy commented 5 years ago

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 commented 5 years ago

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 commented 5 years ago

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