Developer Profile

Stephan Tulkens

@stephantul

Antwerp, Belgium

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

68 / 100Raw: 1051.00

Repository Score

53 / 100Raw: 112.00

PR Score

88 / 100Raw: 2203.00

Contribution Score

46 / 100Raw: 86.00

Score Weight Distribution

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

Repository Score (45%)5% of final signal

Pull Request Score (45%)94% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1skeletoken

stars111

forks5

Python 10000%

Score

#2pynife

stars85

forks5

Python 10000%

Score

#3reach

stars31

forks7

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1feat: matryoshka dims bounds checks and warning

in huggingface/sentence-transformers

stars on the PR repository19073

+178/-4

Python 10000%

108

Score

#2typing: fix typing on encode

in huggingface/sentence-transformers

stars on the PR repository19073

+139/-71

Python 10000%

108

Score

#3Add optional normalization to fetch_20newsgroups_vectorized

in scikit-learn/scikit-learn

stars on the PR repository67163

+41/-9

Python 9300%Cython 500%C++ 100%

Score

Community Contributions

comments

#1Issue

Importing transformers in ipython throws error due to `_pytest`

huggingface/transformers

stars164819

comments13

Score

#2Issue

Adding many AddedTokens makes loading a tokenizer extremely slow.

huggingface/tokenizers

stars11015

comments12

Score

#3Issue

Add active/embedding parameters separately

embeddings-benchmark/mteb

stars3417

comments13

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

265

Merged external PRs counted

265

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

External issues counted

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