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Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

Learn more...

Duplication Overall

55% duplication:

6,328 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
3,526 duplicated lines

1,218 duplicates

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
scripts/action_recognition/config (29%) --> scripts/image_classification/config (5%)	222	160 file pairs	details...

Open 3D force graph...

Show more details on duplication between components...

Longest Duplicates

The list of 20 longest duplicates.

See data for all 1,218 duplicates...

Size	#	Folders	Files	Lines	Code
57	x 2	scripts/image_classification/config scripts/image_classification/config	vit_base_patch32_384_imagenet1k.yaml vit_large_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_s24_patch16_384_imagenet1k.yaml cait_xxs36_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_base_distilled_patch16_384_image... deit_base_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	swin_base_patch4_window7_224.yaml swin_small_patch4_window7_224.yaml	3:64 (81%) 3:64 (81%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_s36_patch16_384_imagenet1k.yaml cait_xxs36_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_base_patch16_224_imagenet1k.yaml deit_tiny_patch16_224_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_s24_patch16_384_imagenet1k.yaml cait_xs24_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_m36_patch16_384_imagenet1k.yaml cait_xxs24_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_base_distilled_patch16_224_image... deit_small_distilled_patch16_224_imag...	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	vit_base_patch16_224_imagenet1k.yaml vit_large_patch16_224_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_xs24_patch16_384_imagenet1k.yaml cait_xxs24_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_small_distilled_patch16_224_imag... deit_tiny_patch16_224_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	swin_base_patch4_window7_224.yaml swin_large_patch4_window7_224_22kto1k...	3:64 (81%) 3:64 (81%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	vit_base_patch16_384_imagenet1k.yaml vit_large_patch32_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	swin_base_patch4_window7_224.yaml swin_base_patch4_window7_224_22kto1k....	3:64 (81%) 3:64 (81%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_small_patch16_224_imagenet1k.yaml deit_tiny_distilled_patch16_224_image...	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_base_patch16_224_imagenet1k.yaml deit_small_distilled_patch16_224_imag...	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_m36_patch16_384_imagenet1k.yaml cait_xs24_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	cait_s36_patch16_384_imagenet1k.yaml cait_xs24_patch16_384_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view
57	x 2	scripts/image_classification/config scripts/image_classification/config	deit_base_distilled_patch16_224_image... deit_base_patch16_224_imagenet1k.yaml	3:64 (82%) 3:64 (82%)	view

Duplicated Units

The list of top 7 duplicated units.

See data for all 7 unit duplicates...

Size	#	Folders	Files	Lines	Code
13	x 2	src/transformers/models/vidtr src/transformers/models/vidtr	multihead_attention.py multihead_attention.py	0:0 0:0	view
11	x 2	src/transformers/models/vidtr src/transformers/models/vidtr	vidtr_split.py vidtr_compact.py	0:0 0:0	view
10	x 2	src/transformers/models/vidtr src/transformers/models/vidtr	multihead_attention.py multihead_attention.py	0:0 0:0	view
7	x 2	src/transformers/models/swin src/transformers/models/vit	swin_transformer.py vision_transformer.py	0:0 0:0	view
7	x 2	src/transformers/models/swin src/transformers/models/cait	swin_transformer.py cait.py	0:0 0:0	view
6	x 2	src/transformers/models/swin src/transformers/models/vit	swin_transformer.py vision_transformer.py	0:0 0:0	view
6	x 2	src/transformers/models/vidtr src/transformers/models/vidtr	vidtr_split.py vidtr_compact.py	0:0 0:0	view