seungjunlee96's Stars
labmlai/annotated_deep_learning_paper_implementations
๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
openai/InfoGAN
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
lucidrains/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
seungjunlee96/lightning-generative-models
PyTorch Lightning Implementation of Diffusion, GAN, VAE, Flow models
ml-explore/mlx-examples
Examples in the MLX framework
ml-explore/mlx
MLX: An array framework for Apple silicon
Stability-AI/generative-models
Generative Models by Stability AI
microsoft/inshellisense
IDE style command line auto complete
Zerohertz/awesome-jmy
๐ช [์ ๋ฌธ์ฐ๊ตฌ์์] ๋ฐ์ดํฐ ์ ์ฌ/์๊ฐํ ๋ฐ ๋ธ๋ก๊ทธ ์ ๋ฆฌ ๐ช
bentrevett/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
deepgenerativemodels/notes
Course notes
seungjunlee96/emergency-triage-of-brain-computed-tomography-via-anomaly-detection-with-a-deep-generative-model
makinarocks/link-example
Machine Learning Study
KennethanCeyer/tutorial-git
:blue_book: ์ด๋ป๊ฒ ๊น์ ์ฌ์ฉํ๋์ง ๋น ๋ฅด๊ฒ ์์๋ด ์๋ค. (Quick learn How to use Git.)
NVlabs/stylegan3
Official PyTorch implementation of StyleGAN3
rosinality/alias-free-gan-pytorch
Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch
NVlabs/alias-free-gan
Alias-Free GAN project website and code
MGH-LMIC/windows_optimization
Implementation of "Practical Window Setting Optimization for Medical Image Deep learning"
AlexiaJM/RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
SeldonIO/alibi-detect
Algorithms for outlier, adversarial and drift detection
AlexiaJM/relativistic-f-divergences
Code from paper "On Relativistic f-divergences" (http://arxiv.org/abs/1901.02474)
lmcinnes/umap
Uniform Manifold Approximation and Projection
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
richzhang/PerceptualSimilarity
LPIPS metric. pip install lpips
aqqush/CT_BET
Robust Brain Extraction Tool for CT Head Images
snu-mllab/PuzzleMix
Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)
pender/stylegan-encoder
StyleGAN Encoder - converts real images to latent space
clovaai/rexnet
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
yiskw713/boundary_loss_for_remote_sensing
Pytorch re-implementation of boundary loss, proposed in "Boundary Loss for Remote Sensing Imagery Semantic Segmentation"