Yongsung Kwon's repositories
allennlp
An open-source NLP research library, built on PyTorch.
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
beginning-anomaly-detection-using-python-based-dl
Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari
CNNDetection
Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/
colorization-pytorch
PyTorch reimplementation of Interactive Deep Colorization
edgeBench
Benchmarks for Characterizing the Deployment of Deep Neural Networks on Commercial Edge Devices - IISWC'19 Paper
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fastai
The fastai deep learning library, plus lessons and tutorials
ganomaly
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
gluon-ts
Probabilistic time series modeling in Python
hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
kw_condition
키움 증권 조건 검색식 사용 Console App
lightning-hydra-template
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡
lightning-hydra-template-1
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
llama-int8
Quantized inference code for LLaMA models
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
metric_learning
Metric Learning App Dev Resource
models-1
Models and examples built with Chainer
Multitask-Learning
Multitask Learning Resources
nn-template
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.
normalized-autoencoders
The official repository for <Autoencoding Under Normalization Constraints> (Yoon, Noh and Park, ICML 2021).
powerful-benchmarker
A highly-configurable tool that enables thorough evaluation of deep metric learning algorithms.
prednet
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
pytorch-template
Simple project base template for PyTorch deep Learning project. Features clean implementation of DDP training and Hydra config.
rcw
Reset Config Word (RCW) Tree
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks