Transformer-Explainability:[CVPR 2021]超越注意力可视化的变压器可解释性的官方PyTorch...
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2021-03-19
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Transformer-Explainability-main.zip （91个子文件） 
Transformer-Explainability-main 
.gitignore 133B .ipynb_checkpoints example-checkpoint.ipynb 240KB DeiT_example-checkpoint.ipynb 282KB
DeiT.PNG 505KB
requirements.txt 276B data transforms.py 15KB Imagenet.py 6KB __init__.py 0B imagenet_utils.py 33KB VOC.py 14KB imagenet.py 2KB dataset expl_hdf5.py 1KB Transformer_explainability.ipynb 531KB samples CLS2IDX.py 30KB el1.png 12KB dogcat2.png 22KB el2.png 13KB catdog.png 88KB dogbird.png 94KB el5.png 44KB el3.png 112KB el4.png 58KB BERT_explainability.ipynb 40KB LICENSE 1KB utils __init__.py 0B confusionmatrix.py 4KB iou.py 4KB summaries.py 311B saver.py 1KB parallel.py 10KB metric.py 243B render.py 8KB metrices.py 7KB README.md 6KB baselines ViT ViT_orig_LRP.py 15KB misc_functions.py 2KB ViT_explanation_generator.py 3KB generate_visualizations.py 9KB layer_helpers.py 450B imagenet_seg_eval.py 11KB ViT_LRP.py 16KB pertubation_eval_from_hdf5.py 10KB weight_init.py 2KB ViT_new.py 9KB helpers.py 12KB BERT_rationale_benchmark __init__.py 0B models sequence_taggers.py 3KB model_utils.py 7KB pipeline __init__.py 0B bert_pipeline.py 28KB pipeline_utils.py 45KB pipeline_train.py 10KB utils.py 8KB metrics.py 37KB BERT_explainability modules BERT BERT.py 26KB BertForSequenceClassification.py 8KB ExplanationGenerator.py 6KB BERT_cls_lrp.py 8KB BERT_orig_lrp.py 26KB layers_lrp.py 8KB __init__.py 0B layers_ours.py 8KB modules layers_lrp.py 7KB __init__.py 0B layers_ours.py 8KB example.ipynb 240KB
method-page-001.jpg 52KB BERT_params multirc_baas.json 610B fever_soft.json 492B multirc_bert.json 798B boolq_soft.json 485B boolq.json 621B boolq_bert.json 798B esnli_bert.json 772B boolq_baas.json 610B evidence_inference_bert.json 906B movies_soft.json 482B fever_baas.json 615B multirc_soft.json 485B fever.json 629B cose_multiclass.json 718B movies_bert.json 795B movies.json 620B movies_baas.json 607B multirc.json 623B cose_bert.json 808B evidence_inference.json 686B evidence_inference_soft.json 582B fever_bert.json 810B example.PNG 181KB DeiT_example.ipynb 283KB资源评论
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