Developer Profile

Marek Wydmuch

@mwydmuch

Poland

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

61 / 100Raw: 933.00

Repository Score

43 / 100Raw: 75.00

PR Score

87 / 100Raw: 1991.00

Contribution Score

25 / 100Raw: 33.00

Score Weight Distribution

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

Repository Score (45%)4% of final signal

Pull Request Score (45%)96% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1napkinXC

stars70

forks9

C++ 7100%Python 1800%Shell 700%

Score

#2ZoomVideoComposer

stars120

forks19

Python 10000%

Score

#3xCOLUMNs

stars2

forks2

Python 6500%Jupyter Notebook 3200%Shell 300%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1feat: add a training loss calculation to the predict method of PLT reduction

in VowpalWabbit/vowpal_wabbit

stars on the PR repository8715

+113/-68

C++ 6300%C# 1700%PLSQL 1100%

100

Score

#2feat: update for probabilistic label tree reduction (#2766) - support for --probabilities option and fixed compatibility with VW 9+ version

in VowpalWabbit/vowpal_wabbit

stars on the PR repository8715

+611/-324

C++ 6300%C# 1700%PLSQL 1100%

100

Score

#3Probabilistic Label Tree

in VowpalWabbit/vowpal_wabbit

stars on the PR repository8715

+700/-1

C++ 6300%C# 1700%PLSQL 1100%

100

Score

Community Contributions

comments

#1Issue

Wrong behaviour when calculating `f1_score` with `zero_division=1`

scikit-learn/scikit-learn

stars67218

comments2

Score

#2Issue

Problem with building the project

google/googlesql

stars2638

comments3

Score

#3Issue

ViZDoom's Development Roadmap

Farama-Foundation/ViZDoom

stars2065

comments3

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

187

Merged external PRs counted

187

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