Developer Profile

Colin Raffel

@craffel

Toronto, ON

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

70 / 100Raw: 819.00

Repository Score

62 / 100Raw: 161.00

PR Score

85 / 100Raw: 1644.00

Contribution Score

43 / 100Raw: 75.00

Score Weight Distribution

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

Repository Score (45%)9% of final signal

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

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1pretty-midi

stars1036

forks169

Jupyter Notebook 7000%Python 3000%

Score

#2craffel.github.io

stars16

forks5

HTML 9900%CSS 100%

Score

#3theano-tutorial

stars221

forks105

Jupyter Notebook 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1[draft] Add chunking option to DocumentTokenizer

in huggingface/datatrove

stars on the PR repository3321

+228/-29

Python 9800%Rust 200%

Score

#2Changing peak pick boundary logic

in librosa/librosa

stars on the PR repository8586

+46/-23

Python 10000%

Score

#3Onset issues

in librosa/librosa

stars on the PR repository8586

+29/-6

Python 10000%

Score

Community Contributions

comments

#1Issue

librosa.dtw with subseq=True is not symmetric w.r.t. its inputs

librosa/librosa

stars8586

comments14

Score

#2Issue

Run on Big Bench

bigscience-workshop/promptsource

stars3032

comments15

Score

#3Issue

Running SentencePieceModel.tokenize in a map with num_parallel_calls=tf.data.experimental.AUTOTUNE freezes

tensorflow/text

stars1293

comments17

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

138

Merged external PRs counted

138

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