pytorch / captum

Model interpretability and understanding for PyTorch

https://captum.ai

pytorch/captum Issues

'EpsilonRule' object has no attribute 'relevance_output'
Updated 24 days ago
Why is sigmoid activation for LRP not allowed?
Updated a month ago
visualizer.render not working in jupyter notebook (javascript error)
Updated a month ago1
Target not provided when necessary, cannot take gradient with respect to multiple outputs?
Updated a month ago
DeepLift on Transformers Based Text Classifiers
Updated a month ago
GradientShap needs internal_batch_size argument to avoid out-of-memory errors
Updated 2 months ago
Retain Gradients for Input Samples During Explainability Methods
Updated 2 months ago
Integrated Gradients - Higher Convergence Delta with more Steps?
Updated 2 months ago
Example for LMGradientAttribution is missing.
Closed 2 months ago6
Using IntegratedGradients to explain LSTM model
Updated 3 months ago1
when there are many input features ,how to use the IntegratedGradients?
Updated 3 months ago1
Add support for Tuples of Modules in LayerLRP
Updated 3 months ago
Can’t create tensors as shown in first Captum Titanic tutorial?!
Closed 3 months ago
Negative Scores in Feature Ablation and Choosing Baselines for Non-Image Data
Closed 4 months ago
LayerConductance not working with llama2
Updated 4 months ago
tcav diabetic retinopathy
Updated 4 months ago
captum.concept.TCAV() custom classifier
Updated 4 months ago
Captum TCAV train.py sgd_train_linear_model() Where do the weights come from?
Updated 4 months ago
Integrated Gradients for Llama2 May Produce Unstable Explanations for Long Contexts
Updated 5 months ago
Adding IDGI to Captum
Updated 5 months ago4
Integrated Gradient without edge attribute
Updated 5 months ago
TypeError: 'Concept' object is not iterable
Closed 5 months ago1
Deconvoltion and KernelSHAP methods create uninformative attribution maps
Updated 5 months ago
Getting target dimension is not valid even though the output shape is shape in GRAD CAM .
Updated 5 months ago
TCAV score computation doesn't preserve experimental set order
Updated 5 months ago
What is the proper shape of baselines for DeepLiftShap?
Updated 5 months ago
Integrated Gradients for Frame-Level Classification Tasks
Updated 6 months ago
For sentence classification using BERT, PAD token is used in IG/Deeplift?
Updated 6 months ago1
NoiseTunnel on LayerIntegratedGradients Perturbs Input Instead of Attribution Target (RunetimeError)
Updated 6 months ago
Incorrect indexing for max pooling layers with DeepLIFT
Updated 6 months ago1
Integrated gradient on a function of models
Updated 6 months ago
Possible to modify initial LRP score to compute CLRP(contrastive lrp)?
Updated 6 months ago
BertForMultipleChoice works without captum, breaks with it?
Updated 7 months ago
Integrated Gradients for Llama2
Updated 7 months ago
what is the meaning of contribution?
Updated 7 months ago1
Uninitialized target_tokens Variable in LLMGradientAttribution.attribute Method
Updated 7 months ago
Explainability for embeddings
Updated 7 months ago
Addition of Important Direction Gradient Integration (IDGI) framework
Closed 8 months ago
ImportError for 'TextTemplateFeature' and 'TextTokenFeature' from 'captum.attr'
Closed 8 months ago2
Layer Feature Attribution for RNN models
Updated 8 months ago2
Error using Integrated Gradients on MPS
Updated 8 months ago1
AttributeError: 'NoneType' object has no attribute 'relevance_input'
Updated 9 months ago4
Example Reference
Closed 9 months ago
Feature attribution for darts model
Updated 9 months ago2
Error in the implementation of the LRP Alpha1_Beta0_Rule
Updated 10 months ago
Setting Rule for LRP on different activation function.
Updated 10 months ago
Algorithm for image recognition model analysis
Updated 10 months ago
shape error during deep supervision
Updated 10 months ago
Add PartitionSHAP or other fast attribution method
Updated 10 months ago
Bug in Text Visualization Code
Updated 10 months ago