Jaeyoung Cheong's repositories
pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I'll add an inductive example (PPI) soon as well.
Awesome-Causal-Inference
A curated list of awesome work on causal inference, particularly in machine learning.
data-mining-conferences
Ranking, acceptance rate, deadline, and publication tips
deep-learning-project-template
Pytorch Lightning code guideline for conferences
DeepLearning101
Code about DeepLearning101 Book
GNN
studying Graph Neural Net
gnn-deap-eeg
http://www.eecs.qmul.ac.uk/mmv/datasets/deap/
GNNPapers
Must-read papers on graph neural networks (GNN)
Hands-On-Data-Structures-and-Algorithms-with-Python-Second-Edition
Hands-On Data Structures and Algorithms with Python Second Edition, published by Packt
Korean-NLP
한국어 NLP 태스크를 공부 또는 수행
Neural-Attentive-Session-Based-Recommendation-PyTorch
A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)
pymongo
pymongo to use mongodb with python
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Pytorch-Transfomer
My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
recommender-system
recommender system
Standalone-DeepLearning
2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.
Wide_Deep_Model
wide deep ctr model by pytorch