Youngdo Lee's starred repositories
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
DeepClustering
Methods and Implements of Deep Clustering
Depth-Anything
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
generative-models
Generative Models by Stability AI
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
train-procgen-pytorch
Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
pytorch-template
PyTorch deep learning projects made easy.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.