DFKI-NLP thermostat issues

DFKI-NLP / thermostat

Collection of NLP model explanations and accompanying analysis tools

Apache License 2.0

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issues

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Edit dependency to new scikit-learn nomenclature

#18 g8a9 closed 1 year ago
2
added missing return statement

#17 MNasert closed 2 years ago
1
Final pull request for release 1.0.2

#16 aj280192 closed 2 years ago
0
Adding layer deeplift shap and layer gradient shap explainers.

#15 aj280192 closed 2 years ago
1
adding LIME explainer built with 100 samples

#14 aj280192 closed 2 years ago
1
Prediction Values in Dataset

#13 tpatzelt closed 2 years ago
3
Improve heatmap visualization options (more color schemes, better readability)

#12 nfelnlp opened 3 years ago
0
Missing assertion that num_labels in dataset corresponds to classification head shape of model

#11 nfelnlp opened 3 years ago
0
MNLI and XNLI downstream model performance very low

#10 nfelnlp closed 3 years ago
1
LIME token similarity kernel for input.shape[0] > 1

#9 nfelnlp closed 3 years ago
3
AttributeError: 'XLNetModel' object has no attribute 'embeddings'

#8 nfelnlp closed 3 years ago
6
batch dimension ignored

#7 rbtsbg closed 3 years ago
4
Find out if the cast to long for batch components in forward functions is necessary

#6 nfelnlp opened 3 years ago
1
[InputXGradient] RuntimeError: One of the differentiated Tensors does not require grad

#5 nfelnlp closed 3 years ago
2
[KernelShap] ZeroDivisionError: Weights sum to zero, can't be normalized

#4 nfelnlp opened 3 years ago
1
LIME : "normal_kernel_cuda" not implemented for 'Long'

#3 nfelnlp closed 3 years ago
4
ExplainerCaptum.get_inputs_and_additional_args and .get_forward_function need to be extensible

#2 nfelnlp closed 3 years ago
1
Selection of experiment_in unsafe

#1 nfelnlp closed 3 years ago
1