khalooei / lsa Goto Github PK

LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful toolkit to assess deep neural networks and to extend the adversarial training approaches towards improving the sustainability of model layers via layer monitoring and analysis.

License: MIT License

Python 100.00%

neural-network deep-learning deep-neural-networks adversarial-defense adversarial-attacks adversarial-machine-learning interpretable-machine-learning interpretability

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comx3i cod3r0k obile19 gozalpou katrin13x jordansala

lsa's Issues

Greedy LSA (a new idea for contribution)

Hi, Thank you for your interesting work!
I want to integrate your work with Greedy Layer-Wise Training of Deep Networks. Do you have any comments and ideas for its integration?

How can we access the code?

Hi, How can we access the code?

How can I import your module?

Hello, I would like to import your module. However, I encountered the following error. What should I do?

  File "<ipython-input-32-184307e9911e>", line 2
    from layer-sustainability-analysis import LayerSustainabilityAnalysis as LSA
              ^
SyntaxError: invalid syntax

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