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Hi,
I am trying to interpret one of the GLUE based model for sentence pair similarity task. And, I need to see which features/words in each sentence are taking part in getting similarity score 0(no…
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How to see "Captum_NeurIPS_2019_final.key" ? What browser plugin or app used to view this material?
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I download the Jupiter file of https://captum.ai/tutorials/IMDB_TorchText_Interpret and run step by step. I use the same training set, the model officially provided. But gives different results. Can…
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Hello, I was experimenting with Captum and I was wondering if there was any way to trace/script an attribution model in order to just obtain the final heatmap as output of the serialized file.
I d…
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Hi!
I built a conv1d neural network to classify 1D data series. The data format is (N, 1, 5000).
The accuracy is ~98%.
I tried to use captum to see which portion of the data is more informative. H…
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Hi, I am an undergrad student looking to apply Captum's implementation of DeepLift for a Graph Convolution Network
Below is a snippet of the code in the forward function that is causing problems:
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According to [a recommendation from the authors of Integrated Gradients][1], it is written that we should use the softmax output for Integrated Gradients.
> or multi-class classification models, t…
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Hi,
I deployed a model in aws sagemaker following the tutorial - https://aws.amazon.com/blogs/machine-learning/deploying-pytorch-models-for-inference-at-scale-using-torchserve/ .. After deployment I…
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Can I use captum in semantic segmentation tasks?
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Hello!
I am looking for other ways to intepret a binary sentiment BertForSequenceClassification model beyond the `LayerIntegratedGradients` model used in @NarineK code at https://github.com/pytorch…