Developer Profile

Ralf Gommers

@rgommers

Netherlands

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

65 / 100Raw: 1481.00

Repository Score

40 / 100Raw: 66.00

PR Score

91 / 100Raw: 3195.00

Contribution Score

57 / 100Raw: 135.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)2% of final signal

Pull Request Score (45%)97% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1pixi-dev-scipystack

stars22

forks5

Shell 10000%

Score

#2external-deps-build

stars14

forks4

Python 10000%

Score

#3pixidev-vllm

stars1

forks2

Shell 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1ENH: make `sklearn/utils/cython_blas` compatible with an ILP64 SciPy

in scikit-learn/scikit-learn

stars on the PR repository67113

+71/-37

Python 9300%Cython 500%C++ 100%

115

Score

#2DEV/TST: move hypothesis from a required to an optional test dependency

in numpy/numpy

stars on the PR repository32636

+185/-51

Python 6300%C 3100%C++ 400%

114

Score

#3BLD: use batched C99 function detection to speed up configure stage of build

in numpy/numpy

stars on the PR repository32636

+234/-31

Python 6300%C 3100%C++ 400%

114

Score

Community Contributions

comments

#1Issue

Support for the new Limited API and Stable ABI in Python 3.15 (PEP 803/809)

numpy/numpy

stars32636

comments60

Score

#2Issue

REL: review the `numpy-release` repo and switch over to that for releases

numpy/numpy

stars32636

comments43

Score

#3Issue

CI: Cirrus Runners will disappear soon

scipy/scipy

stars14971

comments37

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

100

External issues counted

100

Discussions analyzed

External discussions counted

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology