marcoancona/DeepExplain
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)
PythonMIT
Issues
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- 6
compatibility problem with tensorflow 2
#50 opened by fallahmad - 1
Sensitivity-n evaluation source code
#69 opened by Subh1m - 0
Compatibility problem
#67 opened by moranitu - 4
Leaky Relu Activation
#46 opened - 0
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- 1
Multiple Inputs with Embedding
#47 opened by diamondspark - 3
- 5
Error while using DeepLift: You must feed a value for placeholder tensor 'input_1'
#65 opened by dlacorte - 0
is make_one_shot_iterator supported for xs and ys
#64 opened by cyang31 - 2
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LSTM text classification with LRP
#61 opened by doppler21 - 1
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None values not supported.
#60 opened by RochanaChaturvedi - 1
Attributions for multiple neurons in target tensor are not equal to average attributions per neuron
#58 opened by LeaE - 3
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How to generate baseline for deeplift?
#54 opened by durrantmm - 0
Null valued output and not saving variable?
#53 opened by jaschil2 - 1
DeepLIFT with a multiclass classifier
#52 opened by gregmcinnes - 1
"None value not supported" when i use the code in multi_modal segmentation
#51 opened by miss1997yuan - 1
xs and ys are required to have the same length
#48 opened by schulter - 2
using DeepExplain for time-series classification
#19 opened by tmazaev - 2
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Get relevance score per layer
#43 opened by mbenhamd - 1
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3 channel images
#41 opened by sherlock42 - 1
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If a model's input dimensions contain None
#38 opened by linchundan88 - 5
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printing -> logging
#26 opened by WGierke - 2
within a DeepExplain context, de.explain run multiple times, it becomes slower and slower .
#32 opened by linchundan88 - 5
Get Contributions Scores for Middle Layer
#30 opened by EoinKenny - 3
- 4
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Example help for NLP Tensorflow
#27 opened by diamondspark - 5
Using contributions for k-NN search
#17 opened by EoinKenny - 1
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Question about Integrated Gradients Implementation
#23 opened by jsu27 - 2
Apply Deep Explain on LR
#21 opened by tangxuning - 2
DeepExplain with the concat-layer as input
#18 opened by JoshPrim - 1
3D Saliency
#16 opened by jdcuevas-lbl