marcoancona DeepExplain issues

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)

https://arxiv.org/abs/1711.06104

MIT License

720 stars 132 forks source link

issues

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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 2 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 3 years ago
0
"None values not supported" in a standard LSTM network (DeepSpeech)

#63 RomainParracone opened 3 years ago
0
Any plans to upgrade codebase to Tensorflow 2.x?

#62 arundasan91 closed 3 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 2 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 4 years ago
4
Input with unknown shape in Multiple-inputs models

#45 ghost opened 4 years ago
3
Implementation of deepExplain for muilti-label classifier in keras

#44 amjass12 opened 4 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 5 years ago
4
Question about Integrated Gradients Implementation

#23 jsu27 closed 5 years ago
1