rosinality

Kim Seonghyeon Joined May 2013 983 followers View on GitHub

Stars: 8,797; across 57 public repos
Rank: #3,779; of 323,846 users, top 2%; Down 234 places this week

Repositories with 50+ stars

rosinality's repositories with their overall rank
Rank	Repository	Language	Stars
23,933	stylegan2-pytorch Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch	Python	2,835
37,828	vq-vae-2-pytorch Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch	Python	1,807
60,565	style-based-gan-pytorch Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch	Python	1,110
116,099	glow-pytorch PyTorch implementation of Glow	Python	545
124,574	alias-free-gan-pytorch Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch	Python	504
151,123	denoising-diffusion-pytorch Implementation of Denoising Diffusion Probabilistic Models in PyTorch	Python	405
196,504	ml-papers My collection of machine learning papers		300
224,264	swapping-autoencoder-pytorch Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch	Python	257
550,050	mac-network-pytorch Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch	Python	85
555,247	vision-transformers-pytorch Implementation of various Vision Transformers I found interesting	Python	84
571,592	adaptive-softmax-pytorch Adaptive Softmax implementation for PyTorch	Python	81
600,860	sagan-pytorch Self-Attention Generative Adversarial Networks Implementation in PyTorch	Python	76
655,643	igebm-pytorch Implicit Generation and Generalization in Energy Based Models in PyTorch	Python	68
671,357	depthwise-conv-pytorch Faster depthwise convolutions for PyTorch	Cuda	66
687,784	progressive-gan-pytorch Implemetatin of Progressive Growing of GANs in PyTorch	Python	64
713,786	relation-networks-pytorch Relation Networks for CLEVR implemented in PyTorch	Python	61
713,786	ocr-pytorch Object-Contextual Representations for Semantic Segmentation in PyTorch	Python	61
742,438	imputer-pytorch Implementation of Imputer: Sequence Modelling via Imputation and Dynamic Programming in PyTorch	Python	58
834,146	fcos-pytorch Re-implementation of FCOS for personal study	Python	50

Among 323,846 users

6.3k–10k stars: 2,566 users, including rosinality

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and users in each band on a log scale

Where the stars are

stylegan2-pytorch 2.8k, 32%vq-vae-2-pytorch 1.8k, 21%style-based-gan-pytorch 1.1k, 13%glow-pytorch 545, 6%alias-free-gan-pytorch 504, 6%denoising-diffusion-pytorch 405, 5%ml-papers 300, 3%

Smaller repos 280, 3%

swapping-autoencoder-pytorch 257, 3%mac-network-pytorch 85, 1%vision-transformers-pytorch 84, 1%adaptive-softmax-pytorch 81, 1%sagan-pytorch 76, 1%igebm-pytorch 68, 1%depthwise-conv-pytorch 66, 1%progressive-gan-pytorch 64, 1%relation-networks-pytorch 61, 1%ocr-pytorch 61, 1%imputer-pytorch 58, 1%fcos-pytorch 50, 1%

Languages

Python 8.2k stars, 93% · 17 repos
Cuda 66 stars, 1% · 1 repo

When they were made

19 repos with 50+ stars, made between 2017 and 2021

101001k10k style-based-gan-pytorchvq-vae-2-pytorchstylegan2-pytorch

Quick stats

Next rank: +4 stars to reach #3,778
Next milestone: +1,132 stars to reach the top 1%
Public repos: 57, 19 with 50+ stars
Popular repos: 8 over 100 stars, 3 over 1k stars
Top repo: stylegan2-pytorch, #23,933 of all repos, 32% of stars
Smaller repos: 280 stars from repos under 50