Developer Profile

Aurélien Geron

@ageron

Auckland

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

81 / 100Raw: 1414.00

Repository Score

80 / 100Raw: 411.00

PR Score

90 / 100Raw: 2717.00

Contribution Score

40 / 100Raw: 67.00

Score Weight Distribution

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

Repository Score (45%)13% of final signal

Pull Request Score (45%)86% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1handson-ml

stars25601

forks12727

Jupyter Notebook 10000%

Score

#2handson-ml2

stars29952

forks13151

Jupyter Notebook 10000%

Score

#3handson-ml3

stars14065

forks5286

Jupyter Notebook 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Rename polymorphic function and function

in tensorflow/tensorflow

stars on the PR repository198794

+177/-173

C++ 5800%Python 2600%MLIR 700%

134

Score

#2ENH Add inverse_transform to random projection transformers

in scikit-learn/scikit-learn

stars on the PR repository67156

+187/-8

Python 9300%Cython 500%C++ 100%

122

Score

#3ENH Add get_feature_names_out to FunctionTransformer

in scikit-learn/scikit-learn

stars on the PR repository67156

+242/-1

Python 9300%Cython 500%C++ 100%

122

Score

Community Contributions

comments

#1Issue

BLIP-2 regression in 4.52.1

huggingface/transformers

stars164765

comments6

Score

#2Issue

Outdated documentation regarding Stateful RNNs

keras-team/keras

stars64274

comments6

Score

#3Issue

Datasets unavailable via API or website: getting 404

openml/OpenML

stars754

comments12

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

274

Merged external PRs counted

274

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