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repowisebaneeishaque/attentive-gan-derainnet

Commits

Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.

Needs review

52of 157 scored

52 commits sit in this repo's top risk tercile, which is 33% of the 157scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 3.3 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.

Fix commits138%Commits whose subject reads as a bug fix rather than new work.Change diffusion0.20bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold3.3out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Began docs-led, now leaning other.

Feature15%
Fix10%
Refactor1%
Docs22%
Test4%
Deps8%
Chore3%
Other37%

Review-priority queue

Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.

Commit review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
54fd9220update image data and model weights
luoyao
7y ago+224.2K -4
99%Elevated
more lines added than baseline
2
1cfe4508upload new model
luoyao
7y ago+514.2K -12
99%Elevated
more lines added than baseline
3
deb61b09first commit
luoyao
8y ago+2.1K -0
98%Elevated
more lines added than baseline
4
28438747ignore fix
Banee Ishaque K
5y ago+458 -0
97%Elevated
more lines added than baseline
5
3d477275add context module
luoyao
7y ago+538 -0
97%Elevated
more lines added than baseline
6
7eb4b953update
luoyao
6y ago+197 -209
96%Elevated
more lines added than baseline
7
f7a02408add requirement.txt
luoyao
8y ago+206 -0
96%Elevated
more lines added than baseline
8
4154159dAdd files via upload
Banee Ishaque K
5y ago+171 -0
95%Elevated
more lines added than baseline
9
6ffbaa0cuse tf dataset implement data feed pipline
luoyao
7y ago+157 -383
95%Elevated
more lines added than baseline
10
f7a6c49bupdate train and test script
luoyao
7y ago+264 -514.4K
94%Elevated
more lines added than baseline
11
b896910fupdate tensorflow saved model export tools
luoyao
7y ago+182 -0
93%Elevated
more lines added than baseline
12
10911793write readme
luoyao
8y ago+108 -1
93%Elevated
more lines added than baseline
13
3faa579aremode layer normalization function
luoyao
7y ago+105 -107
92%Elevated
more lines added than baseline
14
73c7a88b增加group normalization层
luoyao
7y ago+77 -41
92%Elevated
more lines added than baseline
15
3d112b14add image random crop augmentation
luoyao
7y ago+76 -3
91%Elevated
more lines added than baseline
16
d397b3f2update model weights file
luoyao
6y ago+122 -1
90%Elevated
more lines added than baseline
17
1a86061fupdate
luoyao
6y ago+98 -14
90%Elevated
more lines added than baseline
18
c2933f77Format
Banee Ishaque K
5y ago+112 -128
89%Elevated
more lines added than baseline
19
3fcc7fc7对比tensorflow ssim, psnr和skimage ssim, psnr的计算结果
luoyao
7y ago+62 -0
89%Elevated
more lines added than baseline
20
b04ac3acremove bn layer
luoyao
7y ago+58 -60
88%Elevated
more lines added than baseline
21
a717e17cadd random flip augmentation function
luoyao
7y ago+51 -7
87%Elevated
more lines added than baseline
22
fdb554deGitpod IDE
Banee Ishaque K
5y ago+49 -6
86%Elevated
more lines added than baseline
23
abb22f29Create python-app.yml
Banee Ishaque K
5y ago+36 -0
85%Elevated
more lines added than baseline
24
d1681febupdate readme
luoyao
7y ago+41 -12
85%Elevated
more lines added than baseline
25
f04ec671更新cnn base net, 增加group normalization层
luoyao
7y ago+32 -1
84%Elevated
more lines added than baseline
26
b027e822更新mask生成方式,修改阈值,增加图像形态学计算
luoyao
7y ago+28 -11
84%Elevated
more lines added than baseline
27
140d6425rename author and site
luoyao
7y ago+30 -127
83%Elevated
more lines added than baseline
28
77192ba4Create LICENSE
MaybeShewill-CV
7y ago+21 -0
82%Elevated
more lines added than baseline
29
7fb1bd0aupdate readme
luoyao
6y ago+17 -22
82%Elevated
more lines added than baseline
30
e5eb5265update training code
luoyao
7y ago+16 -11
81%Elevated
more lines added than baseline
31
2c0afc51Gitpod
Banee Ishaque K
5y ago+13 -0
81%Elevated
more lines added than baseline
32
62dff077Conda Env.
Banee Ishaque K
5y ago+14 -0
80%Elevated
more lines added than baseline
33
c510c65dupdate README about some common issue
luoyao
8y ago+15 -0
80%Elevated
more lines added than baseline
34
e99879b5Add .whitesource configuration file
whitesource-bolt-for-github[bot]
5y ago+12 -0
78%Elevated
more focused than baseline
35
3642fbf2update readme
luoyao
7y ago+14 -1
78%Elevated
more lines added than baseline
36
727e08e1update README
luoyao
7y ago+13 -13
77%Elevated
more lines added than baseline
37
a5eec341add image metrics computation
luoyao
7y ago+13 -5
77%Elevated
more lines added than baseline
38
6fac00dcupdate readme
luoyao
7y ago+12 -0
76%Elevated
more focused than baseline
39
75d8946fupdate readme.md
luoyao
8y ago+10 -10
75%Elevated
more focused than baseline
40
88addc7fmodulise
baneeishaque3
5y ago+9 -9
75%Elevated
more scattered than baseline
41
8168114dAdd .deepsource.toml
DeepSource Bot
5y ago+8 -0
74%Elevated
fewer lines added than baseline
42
4cf3c0eaupdate
luoyao
6y ago+10 -0
74%Elevated
more focused than baseline
43
c8a0f75bupdate readme and uploaded a new model
luoyao
7y ago+21 -3
74%Elevated
more lines added than baseline
44
ea22ce95pyup fix
Banee Ishaque K
5y ago+8 -1
72%Elevated
fewer lines added than baseline
45
2ca52f40Update requirements.txt
Banee Ishaque K
5y ago+8 -8
72%Elevated
fewer lines added than baseline
46
bd8a550bmodified batch size and add cropped size configuration
luoyao
7y ago+9 -5
72%Elevated
fewer lines added than baseline
47
80b113a6update train_model.py
luoyao
7y ago+8 -6
70%Elevated
fewer lines added than baseline
48
04bb6f80modify last output into tanh activation
luoyao
8y ago+9 -2
70%Elevated
fewer lines added than baseline
49
1ae6e33dGitpod
Banee Ishaque K
5y ago+7 -0
69%Elevated
fewer lines added than baseline
50
82dad1dbrename author info
luoyao
7y ago+8 -8
69%Elevated
fewer lines added than baseline
  • 54fd9220update image data and model weights
    Author
    luoyao
    When
    7y ago
    Lines
    +224.2K -4
    Risk
    99%Elevated
  • 1cfe4508upload new model
    Author
    luoyao
    When
    7y ago
    Lines
    +514.2K -12
    Risk
    99%Elevated
  • deb61b09first commit
    Author
    luoyao
    When
    8y ago
    Lines
    +2.1K -0
    Risk
    98%Elevated
  • 28438747ignore fix
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +458 -0
    Risk
    97%Elevated
  • 3d477275add context module
    Author
    luoyao
    When
    7y ago
    Lines
    +538 -0
    Risk
    97%Elevated
  • 7eb4b953update
    Author
    luoyao
    When
    6y ago
    Lines
    +197 -209
    Risk
    96%Elevated
  • f7a02408add requirement.txt
    Author
    luoyao
    When
    8y ago
    Lines
    +206 -0
    Risk
    96%Elevated
  • 4154159dAdd files via upload
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +171 -0
    Risk
    95%Elevated
  • 6ffbaa0cuse tf dataset implement data feed pipline
    Author
    luoyao
    When
    7y ago
    Lines
    +157 -383
    Risk
    95%Elevated
  • f7a6c49bupdate train and test script
    Author
    luoyao
    When
    7y ago
    Lines
    +264 -514.4K
    Risk
    94%Elevated
  • b896910fupdate tensorflow saved model export tools
    Author
    luoyao
    When
    7y ago
    Lines
    +182 -0
    Risk
    93%Elevated
  • 10911793write readme
    Author
    luoyao
    When
    8y ago
    Lines
    +108 -1
    Risk
    93%Elevated
  • 3faa579aremode layer normalization function
    Author
    luoyao
    When
    7y ago
    Lines
    +105 -107
    Risk
    92%Elevated
  • 73c7a88b增加group normalization层
    Author
    luoyao
    When
    7y ago
    Lines
    +77 -41
    Risk
    92%Elevated
  • 3d112b14add image random crop augmentation
    Author
    luoyao
    When
    7y ago
    Lines
    +76 -3
    Risk
    91%Elevated
  • d397b3f2update model weights file
    Author
    luoyao
    When
    6y ago
    Lines
    +122 -1
    Risk
    90%Elevated
  • 1a86061fupdate
    Author
    luoyao
    When
    6y ago
    Lines
    +98 -14
    Risk
    90%Elevated
  • c2933f77Format
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +112 -128
    Risk
    89%Elevated
  • 3fcc7fc7对比tensorflow ssim, psnr和skimage ssim, psnr的计算结果
    Author
    luoyao
    When
    7y ago
    Lines
    +62 -0
    Risk
    89%Elevated
  • b04ac3acremove bn layer
    Author
    luoyao
    When
    7y ago
    Lines
    +58 -60
    Risk
    88%Elevated
  • a717e17cadd random flip augmentation function
    Author
    luoyao
    When
    7y ago
    Lines
    +51 -7
    Risk
    87%Elevated
  • fdb554deGitpod IDE
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +49 -6
    Risk
    86%Elevated
  • abb22f29Create python-app.yml
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +36 -0
    Risk
    85%Elevated
  • d1681febupdate readme
    Author
    luoyao
    When
    7y ago
    Lines
    +41 -12
    Risk
    85%Elevated
  • f04ec671更新cnn base net, 增加group normalization层
    Author
    luoyao
    When
    7y ago
    Lines
    +32 -1
    Risk
    84%Elevated
  • b027e822更新mask生成方式,修改阈值,增加图像形态学计算
    Author
    luoyao
    When
    7y ago
    Lines
    +28 -11
    Risk
    84%Elevated
  • 140d6425rename author and site
    Author
    luoyao
    When
    7y ago
    Lines
    +30 -127
    Risk
    83%Elevated
  • 77192ba4Create LICENSE
    Author
    MaybeShewill-CV
    When
    7y ago
    Lines
    +21 -0
    Risk
    82%Elevated
  • 7fb1bd0aupdate readme
    Author
    luoyao
    When
    6y ago
    Lines
    +17 -22
    Risk
    82%Elevated
  • e5eb5265update training code
    Author
    luoyao
    When
    7y ago
    Lines
    +16 -11
    Risk
    81%Elevated
  • 2c0afc51Gitpod
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +13 -0
    Risk
    81%Elevated
  • 62dff077Conda Env.
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +14 -0
    Risk
    80%Elevated
  • c510c65dupdate README about some common issue
    Author
    luoyao
    When
    8y ago
    Lines
    +15 -0
    Risk
    80%Elevated
  • e99879b5Add .whitesource configuration file
    Author
    whitesource-bolt-for-github[bot]
    When
    5y ago
    Lines
    +12 -0
    Risk
    78%Elevated
  • 3642fbf2update readme
    Author
    luoyao
    When
    7y ago
    Lines
    +14 -1
    Risk
    78%Elevated
  • 727e08e1update README
    Author
    luoyao
    When
    7y ago
    Lines
    +13 -13
    Risk
    77%Elevated
  • a5eec341add image metrics computation
    Author
    luoyao
    When
    7y ago
    Lines
    +13 -5
    Risk
    77%Elevated
  • 6fac00dcupdate readme
    Author
    luoyao
    When
    7y ago
    Lines
    +12 -0
    Risk
    76%Elevated
  • 75d8946fupdate readme.md
    Author
    luoyao
    When
    8y ago
    Lines
    +10 -10
    Risk
    75%Elevated
  • 88addc7fmodulise
    Author
    baneeishaque3
    When
    5y ago
    Lines
    +9 -9
    Risk
    75%Elevated
  • 8168114dAdd .deepsource.toml
    Author
    DeepSource Bot
    When
    5y ago
    Lines
    +8 -0
    Risk
    74%Elevated
  • 4cf3c0eaupdate
    Author
    luoyao
    When
    6y ago
    Lines
    +10 -0
    Risk
    74%Elevated
  • c8a0f75bupdate readme and uploaded a new model
    Author
    luoyao
    When
    7y ago
    Lines
    +21 -3
    Risk
    74%Elevated
  • ea22ce95pyup fix
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +8 -1
    Risk
    72%Elevated
  • 2ca52f40Update requirements.txt
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +8 -8
    Risk
    72%Elevated
  • bd8a550bmodified batch size and add cropped size configuration
    Author
    luoyao
    When
    7y ago
    Lines
    +9 -5
    Risk
    72%Elevated
  • 80b113a6update train_model.py
    Author
    luoyao
    When
    7y ago
    Lines
    +8 -6
    Risk
    70%Elevated
  • 04bb6f80modify last output into tanh activation
    Author
    luoyao
    When
    8y ago
    Lines
    +9 -2
    Risk
    70%Elevated
  • 1ae6e33dGitpod
    Author
    Banee Ishaque K
    When
    5y ago
    Lines
    +7 -0
    Risk
    69%Elevated
  • 82dad1dbrename author info
    Author
    luoyao
    When
    7y ago
    Lines
    +8 -8
    Risk
    69%Elevated
Showing 50 of 157 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.

026typical ↑elevated ↑0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 157 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.

1101001,00010,000100,000Lines changed (log) →0.03.2Diffusion →
Below typical47
Typical58
Elevated52

Commit history for baneeishaque/attentive-gan-derainnet

baneeishaque/attentive-gan-derainnet has 172 commits in its history from 9 contributors, the first of them Jul 26, 2018. No file in the repository changed in the last 90 days. Every commit is scored for change risk from its size, spread and the history of the files it touches.