Developer Profile

Leland McInnes

@lmcinnes

Ottawa, Ontario, Canada

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

76 / 100Raw: 1146.00

Repository Score

71 / 100Raw: 249.00

PR Score

88 / 100Raw: 2283.00

Contribution Score

42 / 100Raw: 73.00

Score Weight Distribution

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

Repository Score (45%)10% of final signal

Pull Request Score (45%)90% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1umap

stars8279

forks877

watchers123

Python100%

Score

#2pynndescent

stars972

forks113

watchers12

Python100%

Score

#3glasbey

stars241

forks10

watchers2

Python100%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1[MRG] Fast, low memory, single linkage implementation

in scikit-learn/scikit-learn

stars on the PR repository67738

+229/-3

Python93%Cython6%C++1%

122

Score

#2[MRG+2] Single linkage clustering

in scikit-learn/scikit-learn

stars on the PR repository67738

+438/-55

Python93%Cython6%C++1%

122

Score

#3Add optional datamapplot visualization

in MaartenGr/BERTopic

stars on the PR repository7898

+253/-1

Python100%

Score

Community Contributions

Most impactful public issues and discussions

#1Issue

Numba typed containers (List/Dict) not supported with NUMBA_DISABLE_JIT

numba/numba

stars11182

comments14

Score

#2Issue

Calling jitted function with *args in a prange fails

numba/numba

stars11182

comments13

Score

#3Issue

Boxplot with zero IQR sets whiskers to max and min and leaves no outliers

matplotlib/matplotlib

stars23379

comments9

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

216

Merged external PRs counted

216

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