DoyeonYoon's Projects
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AI Study
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
Anomaly Detection in Steel Image / Intern Project for Postech Information Research Laboratories(PIRL)
2nd place solution for Asan HeLP Challenge 2018(Cardiac Segmentation)
Building an autoencoder-based anomaly detection model to predict sector configuration transitions
BERT-related papers
Naver Boostcamp AI Tech์ ๊ธฐ๋ก
์์ฐ๋ณ์ ์ฌ์ฅ CT์์ ๋ถํ ์ปจํ
์คํธ
Chatbot using Tensorflow (Model is seq2seq) Extend V2.0 ko
Tensorflow implementation of CycleGAN
Generate handwriting sentences using Deep learning
A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
๊ทธ๋ํ ๋ฅ๋ฌ๋ ๋ผ์ด๋ธ๋ฌ๋ฆฌ DGL ์ฝ๊ฒ ๋ฐฐ์ฐ๊ธฐ
Official source code of FARED
GIKT: A Graph-based Interaction Model for Knowledge Tracing
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.
Senior Capstone Project: Graph-Based Product Recommendation
ํธ์ฆ์จ ๋จธ์ ๋ฌ๋ 2/E์ ์ฃผํผํฐ ๋
ธํธ๋ถ
TensorFlow Implementation of https://arxiv.org/abs/1807.06653
๊ตญ๋ฏผ์ํ ๊ณต๋ชจ์ ์ ์ํ senticle projecet
์์ฌ๋ฐฑ์ ์กฐํ ๋ฐ ์์ฝ ๋งคํฌ๋ก
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data