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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

3of 10 scored

3 commits sit in this repo's top risk tercile, which is 30% of the 10scored. 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 9.5 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 commits00%Commits whose subject reads as a bug fix rather than new work.Change diffusion0.92bitsShannon 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 threshold9.5out 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 other-led, now leaning feature.

Feature10%
Docs30%
Deps10%
Other50%

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
df320f18 Created final_results.csv containing comprehensive results for all models.
Mukundh
6mo ago+1.5K -242
95%Elevated
more lines added than baseline
2
1b60c75eRemoved streamlit
Mukundh
5mo ago+918 -160
80%Elevated
more lines added than baseline
3
b6223be8updated code and structure
Mukundh
6mo ago+899 -61
80%Elevated
more lines added than baseline
4
8d82c0d8created files and started lr (without large CSV)
Mukundh
6mo ago+553 -0
65%Typical
more lines added than baseline
5
efa9d561added reliablity summary seeds and pca
Mukundh
2mo ago+399 -3
55%Typical
more lines added than baseline
6
843ac441updated readme
Mukundh
6mo ago+142 -59
45%Typical
more lines added than baseline
7
79fdc2afupdated readme with values
Mukundh
6mo ago+26 -20
35%Typical
more lines added than baseline
8
609b6c11updated readme
Mukundh
6mo ago+10 -10
25%Below typical
more scattered than baseline
9
719dc0acAdd requirements.txt with essential libraries for the project
Mukundh
6mo ago+6 -0
15%Below typical
fewer lines added than baseline
10
445d1490Initial commit
Mukundh
6mo ago+1 -0
5%Below typical
fewer lines added than baseline
  • df320f18 Created final_results.csv containing comprehensive results for all models.
    Author
    Mukundh
    When
    6mo ago
    Lines
    +1.5K -242
    Risk
    95%Elevated
  • 1b60c75eRemoved streamlit
    Author
    Mukundh
    When
    5mo ago
    Lines
    +918 -160
    Risk
    80%Elevated
  • b6223be8updated code and structure
    Author
    Mukundh
    When
    6mo ago
    Lines
    +899 -61
    Risk
    80%Elevated
  • 8d82c0d8created files and started lr (without large CSV)
    Author
    Mukundh
    When
    6mo ago
    Lines
    +553 -0
    Risk
    65%Typical
  • efa9d561added reliablity summary seeds and pca
    Author
    Mukundh
    When
    2mo ago
    Lines
    +399 -3
    Risk
    55%Typical
  • 843ac441updated readme
    Author
    Mukundh
    When
    6mo ago
    Lines
    +142 -59
    Risk
    45%Typical
  • 79fdc2afupdated readme with values
    Author
    Mukundh
    When
    6mo ago
    Lines
    +26 -20
    Risk
    35%Typical
  • 609b6c11updated readme
    Author
    Mukundh
    When
    6mo ago
    Lines
    +10 -10
    Risk
    25%Below typical
  • 719dc0acAdd requirements.txt with essential libraries for the project
    Author
    Mukundh
    When
    6mo ago
    Lines
    +6 -0
    Risk
    15%Below typical
  • 445d1490Initial commit
    Author
    Mukundh
    When
    6mo ago
    Lines
    +1 -0
    Risk
    5%Below typical
Showing 10 of 10 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.

03typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 10 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.

1101001,000Lines changed (log) →0.02.8Diffusion →
Below typical3
Typical4
Elevated3

Commit history for mukundhr/modelguard

mukundhr/modelguard has 10 commits in its history from 1 contributor, the first of them Jan 18, 2026. In the last 90 days 2 files were touched, 2 times in total, most often pca.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.