Ingyo Chung's repositories
Meta-SGD-pytorch
Neat implementation of Meta-SGD in pytorch: https://arxiv.org/abs/1707.09835
MAML-in-pytorch
Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400
VAT-pytorch
Virtual Adversarial Training (VAT) for semi-supervised MNIST written in PyTorch: https://arxiv.org/abs/1704.03976
Deep-Mixed-Effect-Model-using-Gaussian-Processes
Implementations for "Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare" published on AAAI 2020 (to appear)
TPN-pytorch
Implementation of Transductive Propagation Networks (TPN) in pytorch: https://openreview.net/forum?id=SyVuRiC5K7
cryptofeed
Cryptocurrency Exchange Websocket Data Feed Handler
jik0730.github.io
Organize things
csed331-algorithms
POSTECH CSED331 Algorithms Assignments
csed515-machine-learning
POSTECH CSED515 Machine Learning Assignments
jaffle_shop
A self-contained dbt project for testing purposes
LearningToCompare_FSL
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
llm-examples
Streamlit LLM app examples for getting started
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
prototypical-networks
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
pytorch-maml
PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400
solutions-for-exercises-in-architecture-patterms-with-python
My solution for the exercises in the book "Architecture Patterns with Python"
tendon-driven-system
Python implementation of tendon driven system used in CS572 as a term project at KAIST
WebDevCurriculum
KnowRe web development curriculum for noobs