tensorflow / similarity
Duplication

Places in code with 6 or more lines that are exactly the same.

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
  • 13% duplication:
    • 8,000 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 1,060 duplicated lines
  • 69 duplicates
system13% (1,060 lines)
Duplication per Extension
py19% (1,048 lines)
ts2% (12 lines)
Duplication per Component (primary)
tensorflow_similarity/models59% (558 lines)
tensorflow_similarity14% (154 lines)
tensorflow_similarity/losses13% (68 lines)
tensorflow_similarity/evaluators29% (58 lines)
tensorflow_similarity/architectures22% (54 lines)
tensorflow_similarity/classification_metrics32% (42 lines)
tensorflow_similarity/samplers11% (39 lines)
tensorflow_similarity/retrieval_metrics11% (28 lines)
benchmark/supervised12% (25 lines)
tensorflow_similarity/augmenters3% (16 lines)
tensorflow_similarity/visualization1% (12 lines)
tensorflow_similarity/matchers3% (6 lines)
scripts0% (0 lines)
tensorflow_similarity/training_metrics0% (0 lines)
tensorflow_similarity/search0% (0 lines)
tensorflow_similarity/stores0% (0 lines)
tensorflow_similarity/api0% (0 lines)
api/TFSimilarity0% (0 lines)
ROOT0% (0 lines)
Longest Duplicates
The list of 20 longest duplicates.
See data for all 69 duplicates...
Size#FoldersFilesLinesCode
59 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 1048:1135 (9%)
678:765 (17%)
 view
47 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 815:969 (7%)
450:604 (14%)
 view
36 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 660:716 (5%)
302:358 (10%)
 view
23 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 976:1003 (3%)
609:636 (6%)
 view
23 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 763:812 (3%)
399:448 (6%)
 view
21 x 2 tensorflow_similarity/losses
tensorflow_similarity/losses
pn_loss.py
triplet_loss.py
 34:97 (36%)
33:93 (38%)
 view
19 x 2 tensorflow_similarity
tensorflow_similarity
callbacks.py
callbacks.py
 96:116 (9%)
231:251 (9%)
 view
16 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
contrastive_model.py
 337:354 (2%)
376:393 (2%)
 view
15 x 2 tensorflow_similarity/architectures
tensorflow_similarity/architectures
efficientnet.py
resnet50.py
 128:143 (20%)
88:103 (31%)
 view
14 x 2 tensorflow_similarity/samplers
tensorflow_similarity/samplers
memory_samplers.py
memory_samplers.py
 219:236 (9%)
371:388 (9%)
 view
14 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 257:272 (2%)
223:238 (4%)
 view
13 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 719:749 (2%)
317:347 (3%)
 view
13 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
contrastive_model.py
 675:705 (2%)
719:749 (2%)
 view
13 x 2 tensorflow_similarity/models
tensorflow_similarity/models
contrastive_model.py
similarity_model.py
 609:656 (2%)
251:298 (3%)
 view
12 x 2 tensorflow_similarity/evaluators
tensorflow_similarity/evaluators
evaluator.py
memory_evaluator.py
 109:120 (35%)
176:187 (7%)
 view
11 x 2 tensorflow_similarity/evaluators
tensorflow_similarity/evaluators
evaluator.py
memory_evaluator.py
 63:73 (32%)
98:108 (6%)
 view
11 x 2 tensorflow_similarity
tensorflow_similarity
callbacks.py
callbacks.py
 47:91 (5%)
183:230 (5%)
 view
11 x 2 benchmark/supervised
tensorflow_similarity/samplers
generate_datasets.py
tfdataset_samplers.py
 41:53 (8%)
116:128 (18%)
 view
10 x 2 tensorflow_similarity
tensorflow_similarity
layers.py
layers.py
 221:230 (5%)
317:326 (5%)
 view
9 x 2 tensorflow_similarity
tensorflow_similarity
indexer.py
indexer.py
 301:310 (2%)
352:361 (2%)
 view
Duplicated Units
The list of top 10 duplicated units.
See data for all 10 unit duplicates...
Size#FoldersFilesLinesCode
10 x 2 tensorflow_similarity/evaluators
tensorflow_similarity/evaluators
evaluator.py
memory_evaluator.py
 0:0 
0:0 
 view
9 x 2 tensorflow_similarity/evaluators
tensorflow_similarity/evaluators
evaluator.py
memory_evaluator.py
 0:0 
0:0 
 view
7 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view
6 x 2 tensorflow_similarity/augmenters
tensorflow_similarity/augmenters
simclr.py
simclr.py
 0:0 
0:0 
 view
6 x 2 tensorflow_similarity/samplers
tensorflow_similarity/samplers
memory_samplers.py
memory_samplers.py
 0:0 
0:0 
 view
6 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view
11 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view
8 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view
7 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view
8 x 2 tensorflow_similarity/models
tensorflow_similarity/models
similarity_model.py
contrastive_model.py
 0:0 
0:0 
 view