Developer Profile

Vladimir Mandic

@vladmandic

Miami, Florida / Rijeka, Croatia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

77 / 100Raw: 764.00

Repository Score

75 / 100Raw: 298.00

PR Score

82 / 100Raw: 1367.00

Contribution Score

60 / 100Raw: 149.00

Score Weight Distribution

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

Repository Score (45%)18% of final signal

Pull Request Score (45%)81% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1sdnext

stars7333

forks580

Python 9400%CSS 300%TypeScript 200%

Score

#2human

stars3277

forks449

HTML 7200%TypeScript 2400%JavaScript 200%

Score

#3sd-extension-system-info

stars306

forks63

Python 5300%CSS 3100%HTML 1000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1implement train api

in AUTOMATIC1111/stable-diffusion-webui

stars on the PR repository164843

+132/-28

Python 8800%JavaScript 800%CSS 200%

120

Score

#2flux: make scheduler config params optional

in huggingface/diffusers

stars on the PR repository34452

+78/-89

Python 10000%

115

Score

#3Allow saving of images generated via API

in AUTOMATIC1111/stable-diffusion-webui

stars on the PR repository164843

+40/-10

Python 8800%JavaScript 800%CSS 200%

Score

Community Contributions

comments

#1Discussion

PyTorch 2.0 and Torch Compile general discussion

AUTOMATIC1111/stable-diffusion-webui

stars164843

comments37

Score

#2Issue

Inpainting produces results that are uneven with input image

huggingface/diffusers

stars34452

comments43

Score

#3Issue

Expanded init fields in StableDiffusionPipeline cause incompatibilities with many/most inherited pipelines

huggingface/diffusers

stars34452

comments22

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

142

Merged external PRs counted

142

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