Developer Profile

Emery Berger

@emeryberger

Amherst, MA

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

78 / 100Raw: 1090.00

Repository Score

77 / 100Raw: 334.00

PR Score

87 / 100Raw: 2069.00

Contribution Score

45 / 100Raw: 83.00

Score Weight Distribution

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

Repository Score (45%)14% of final signal

Pull Request Score (45%)85% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1CSrankings

stars3192

forks3895

Python 3200%TypeScript 2500%JavaScript 2400%

Score

#2Hoard

stars1250

forks139

C++ 7800%C 1000%CMake 400%

Score

#3Heap-Layers

stars414

forks59

C++ 9700%C 200%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Fix UnicodeEncodeError for non-ASCII file paths (#1086)

in plasma-umass/scalene

stars on the PR repository13497

+270/-12

Python 6000%JavaScript 1700%C++ 800%

105

Score

#2Add differential harness for the classifier soundness hypothesis

in plasma-umass/scalene

stars on the PR repository13497

+314/-5

Python 6000%JavaScript 1700%C++ 800%

105

Score

#3Formal: Python/native classifier accuracy — both paths, vs CPython signal semantics

in plasma-umass/scalene

stars on the PR repository13497

+341/-27

Python 6000%JavaScript 1700%C++ 800%

105

Score

Community Contributions

comments

#1Issue

Collect success stories!

plasma-umass/scalene

stars13497

comments17

Score

#2Issue

add pip install for the dynamic library for memory profiling

plasma-umass/scalene

stars13497

comments12

Score

#3Issue

Scalene - accumulative memory vs instant memory

plasma-umass/scalene

stars13497

comments11

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