Developer Profile

Facundo Sapienza

@facusapienza21

Buenos Aires, Argentina

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

52 / 100Raw: 440.00

Repository Score

31 / 100Raw: 46.00

PR Score

75 / 100Raw: 919.00

Contribution Score

35 / 100Raw: 55.00

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

#1DM2026-Curso

stars3

forks34

Julia 9500%TeX 400%Python 100%

Score

#2Fermat-distance

stars17

forks3

Python 10000%

Score

#3optimaladj

stars12

forks1

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Added to Nested AD example how to use `batched_jacobian`

in LuxDL/Lux.jl

stars on the PR repository728

+47/-0

Julia 9900%Python 100%

Score

#2Review documentation

in ODINN-SciML/ODINN.jl

stars on the PR repository93

+157/-153

Julia 10000%

Score

#3Documentation update: IC + miscellanea

in ODINN-SciML/ODINN.jl

stars on the PR repository93

+88/-161

Julia 10000%

Score

Community Contributions

comments

#1Issue

Random forest regression fails when calling data: probably a numerical error

scikit-learn/scikit-learn

stars67216

comments8

Score

#2Issue

Optimization.jl LBFGS doesn't support mini-batching

LuxDL/Lux.jl

stars728

comments7

Score

#3Issue

Efficient way to compute Jacobian in nested AD

LuxDL/Lux.jl

stars728

comments7

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

141

Merged external PRs counted

141

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