Young-soo Lee's repositories
self-supervised-learning-narratives-1
거꾸로 읽는 self-supervised learning 파트 1
aispeech_flip
aispeech 풀잎스쿨 예제
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
Awesome-Noisy-Labels
Awesome-Noisy-Labels, A Survey
data-engineer-training
data engineer training course
deep_learning_study
A curated list of Deep Learning
ease-side-info-recsys-2020
Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.
GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
gcn
Implementation of Graph Convolutional Networks in TensorFlow
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
keras-gcn
Keras implementation of Graph Convolutional Networks
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
optuna
A hyperparameter optimization framework
pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch_geometric
Graph Neural Network Library for PyTorch
RecBole
A unified, comprehensive and efficient recommendation library
recommenders
Best Practices on Recommendation Systems
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
SSL-narratives-NLP-1
거꾸로 읽는 self-supervised learning in NLP
SSL-narratives-VLM-1
거꾸로 읽는 SSL 시즌3 - VLM
stellargraph
StellarGraph - Machine Learning on Graphs
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ts2vec
A universal time series representation learning framework
WeeklyArxivTalk
[Club House] Weekly Arxiv Casual Talk