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repowisedurvesh-thorat/neurocipher

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

5of 14 scored

5 commits sit in this repo's top risk tercile, which is 36% of the 14scored. 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 6.8 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 commits643%Commits whose subject reads as a bug fix rather than new work.Change diffusion0.22bitsShannon 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 threshold6.8out 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.

How this repo's commit mix shifts over time.

Fix36%
Docs29%
Other36%

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
a2cf78eeInitial deploy
Durvesh Thorat
2mo ago+631 -0
96%Elevated
more lines added than baseline
2
f6aab89bUpdated ReadME
Durvesh Thorat
2mo ago+143 -8
89%Elevated
more lines added than baseline
3
d501f33bFix README encoding
Durvesh Thorat
2mo ago+50 -49
82%Elevated
more lines added than baseline
4
1521213dRemove HF frontmatter for GitHub
Durvesh Thorat
2mo ago+47 -49
75%Elevated
more lines added than baseline
5
bf3031fbRemove HF frontmatter for GitHub
Durvesh Thorat
2mo ago+45 -46
68%Elevated
more lines added than baseline
6
8858404aAdd README
Durvesh Thorat
2mo ago+11 -0
61%Typical
more focused than baseline
7
a2311f8aUpdated ReadME
Durvesh Thorat
2mo ago+9 -0
54%Typical
fewer lines added than baseline
8
71baa4b4fix loss cupy to numpy
Durvesh Thorat
2mo ago+2 -2
46%Typical
fewer lines added than baseline
9
f2ac85e5Fix emoji encoding
Durvesh Thorat
2mo ago+2 -1
39%Typical
fewer lines added than baseline
10
9c2dd796confidence updated to percentage
Durvesh Thorat
2mo ago+1 -1
21%Below typical
fewer lines added than baseline
11
d4ad11c3Fix encoding
Durvesh Thorat
2mo ago+1 -1
21%Below typical
fewer lines added than baseline
12
5d201aecFix encoding
Durvesh Thorat
2mo ago+1 -1
21%Below typical
fewer lines added than baseline
13
2d27a76cfix activations cupy to numpy
Durvesh Thorat
2mo ago+1 -1
21%Below typical
fewer lines added than baseline
14
b8ddd493Remove HF frontmatter for GitHub
Durvesh Thorat
2mo ago+0 -9
4%Below typical
fewer lines added than baseline
  • a2cf78eeInitial deploy
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +631 -0
    Risk
    96%Elevated
  • f6aab89bUpdated ReadME
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +143 -8
    Risk
    89%Elevated
  • d501f33bFix README encoding
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +50 -49
    Risk
    82%Elevated
  • 1521213dRemove HF frontmatter for GitHub
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +47 -49
    Risk
    75%Elevated
  • bf3031fbRemove HF frontmatter for GitHub
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +45 -46
    Risk
    68%Elevated
  • 8858404aAdd README
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +11 -0
    Risk
    61%Typical
  • a2311f8aUpdated ReadME
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +9 -0
    Risk
    54%Typical
  • 71baa4b4fix loss cupy to numpy
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +2 -2
    Risk
    46%Typical
  • f2ac85e5Fix emoji encoding
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +2 -1
    Risk
    39%Typical
  • 9c2dd796confidence updated to percentage
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +1 -1
    Risk
    21%Below typical
  • d4ad11c3Fix encoding
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +1 -1
    Risk
    21%Below typical
  • 5d201aecFix encoding
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +1 -1
    Risk
    21%Below typical
  • 2d27a76cfix activations cupy to numpy
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +1 -1
    Risk
    21%Below typical
  • b8ddd493Remove HF frontmatter for GitHub
    Author
    Durvesh Thorat
    When
    2mo ago
    Lines
    +0 -9
    Risk
    4%Below typical
Showing 14 of 14 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.

05typical ↑elevated ↑0.04.89.5Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 14 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.

110100Lines changed (log) →0.03.1Diffusion →
Below typical5
Typical4
Elevated5

Commit history for durvesh-thorat/neurocipher

Repowise tracks change history across 8 files in durvesh-thorat/neurocipher. In the last 90 days 8 files were touched, 11 times in total, most often activations.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.