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A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

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@marcoancona @Enny1991 @harkous @yuhui-zh15 Can you please show which part in the code refers to the sensitivity-n evaluation?

Hi again :)), Leaky relu activation isn't in SUPPORTED_ACTIVATIONS, but it's not in UNSUPPORTED_ACTIVATIONS as well. Does DeepExplain support leaky relu or not?

enhancement

Hi, While trying to run multiple_input_keras.ipynb and https://github.com/marcoancona/DeepExplain/blob/master/examples/mnist_tensorflow.ipynb, I can install and create the models just fine but when it comes time to use DeepExplain as demonstrated in the example...

Hi, I am trying to use DeepExplain with the [Concept Saliency Map](https://github.com/lenbrocki/concept-saliency-maps). However, I run into the following issue: ``` import keras sess = K.get_session() print('sess: ',sess) from ConceptSaliencyMaps.deepexplain.tensorflow import...

I am trying to explain a CNN model. My model looks as following. Please advise what am I doing wrong. Thank you! ` ``` with DeepExplain(session=sess) as de: model =...

Hi, can I use make_one_shot_iterator for xs and ys in the explain method?

### Expected behaviour When using the command: `!pip install -e git+https://github.com/marcoancona/DeepExplain.git#egg=deepexplain` in the interactive session of Google colab, the installation succeeds and you should be able to import the library...

Hello, I am trying to use DeepExplain on DeepSpeech and I ran into the "None values not supported" error even though I am using input and target tensors that are...

I am trying to use DeepExplain to get attribution scores for my LSTM inputs directly using LRP. I am feeding inputs that are feature vectors of dimension 500 to a...