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marcoancona
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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)
https://arxiv.org/abs/1711.06104
MIT License
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Issues about interpreting a CNN-LSTM model using DeepExplain
#72
yilululu
opened
1 year ago
1
ERROR: No matching distribution found for deepexplain (unavailable)
#71
Umair6977
opened
1 year ago
1
RecursionError when using Keras model - multiple_input_keras.ipynb
#70
itsmemala
closed
2 years ago
2
Sensitivity-n evaluation source code
#69
Subh1m
opened
2 years ago
1
AttributeError: 'GradientXInput' object has no attribute 'baseline'
#68
spour
opened
3 years ago
0
Compatibility problem
#67
moranitu
closed
2 years ago
0
Fetch argument None has invalid type <class 'NoneType'>
#66
ahof1704
opened
3 years ago
0
Error while using DeepLift: You must feed a value for placeholder tensor 'input_1'
#65
dlacorte
closed
3 years ago
5
is make_one_shot_iterator supported for xs and ys
#64
cyang31
opened
4 years ago
0
"None values not supported" in a standard LSTM network (DeepSpeech)
#63
RomainParracone
opened
4 years ago
0
Any plans to upgrade codebase to Tensorflow 2.x?
#62
arundasan91
closed
4 years ago
3
LSTM text classification with LRP
#61
doppler21
opened
4 years ago
0
None values not supported.
#60
RochanaChaturvedi
closed
4 years ago
1
Difficulties when trying to import DeepExplain to Google Colab
#59
SebFAU
opened
4 years ago
2
Attributions for multiple neurons in target tensor are not equal to average attributions per neuron
#58
LeaE
closed
4 years ago
1
sum(attributions) not equal to F(input)-F(baseline) in DeepLIFT?
#57
zhangxiang390
opened
4 years ago
1
add tf.compat.v1 for tf2 support
#56
SuryaThiru
opened
4 years ago
1
Feature/tf v2
#55
alexus37
closed
4 months ago
2
How to generate baseline for deeplift?
#54
durrantmm
closed
4 years ago
3
Null valued output and not saving variable?
#53
jaschil2
opened
4 years ago
0
DeepLIFT with a multiclass classifier
#52
gregmcinnes
closed
4 years ago
1
"None value not supported" when i use the code in multi_modal segmentation
#51
miss1997yuan
opened
4 years ago
1
compatibility problem with tensorflow 2
#50
fallahmad
closed
4 years ago
6
Fixed check of input shapes when dealing with multiple inputs.
#49
schulter
closed
4 years ago
0
xs and ys are required to have the same length
#48
schulter
opened
4 years ago
1
Multiple Inputs with Embedding
#47
diamondspark
opened
4 years ago
1
Leaky Relu Activation
#46
ghost
opened
5 years ago
4
Input with unknown shape in Multiple-inputs models
#45
ghost
opened
5 years ago
3
Implementation of deepExplain for muilti-label classifier in keras
#44
amjass12
opened
5 years ago
2
Get relevance score per layer
#43
mbenhamd
opened
5 years ago
0
index 0 is out of bounds for axis 0 with size 0
#42
sherlock42
opened
5 years ago
1
3 channel images
#41
sherlock42
closed
5 years ago
2
Target multi-input examples to specific neutrons for correct/incorrect outputs
#40
cap76
opened
5 years ago
1
Explain can be called only within a DeepExplain context.
#39
linchundan88
opened
5 years ago
1
If a model's input dimensions contain None
#38
linchundan88
closed
5 years ago
4
Need to run prediction before DeepExplain when a model is loaded from file
#37
marcoancona
opened
5 years ago
0
Error if dimensions other than first are None for the input vector
#36
linchundan88
closed
5 years ago
5
v0.3: Explainer API
#35
marcoancona
closed
5 years ago
0
If I run de.explain multiple times, it becomes slower and slower.
#34
linchundan88
closed
5 years ago
3
Shapley Value sampling and support for batch processing
#33
marcoancona
closed
5 years ago
0
within a DeepExplain context, de.explain run multiple times, it becomes slower and slower .
#32
linchundan88
closed
5 years ago
2
Avoiding graph recompilation from one batch to the next
#31
AvantiShri
closed
5 years ago
22
Get Contributions Scores for Middle Layer
#30
EoinKenny
opened
5 years ago
5
update setup.py to enable installing via pip
#29
harkous
closed
5 years ago
0
Issue with embedding layers: ValueError: None values not supported.
#28
axsaucedo
opened
5 years ago
0
Example help for NLP Tensorflow
#27
diamondspark
opened
5 years ago
0
printing -> logging
#26
WGierke
closed
5 years ago
1
Fix one input not change when a model have multiple inputs
#25
SamuelXie
closed
5 years ago
1
LRP for text. Visual Attribution for text based models.
#24
damzC
opened
6 years ago
4
Question about Integrated Gradients Implementation
#23
jsu27
closed
6 years ago
1
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