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๐Ÿ˜ Machine Learning Engineer

  • Hello. This is Do-yeon Yoon, who likes math and studies AI. I mainly studied combinatorics in mathematics, and I studied anti-bandwidth on graph structures. Recently, I am interested in various domains such as GNN and Korean NLP, and I understand the key considerations of those domains. I am studying with the next goal of achieving results through the combination of graph theory and deep learning. Thanks!

๐Ÿš€ Interests

  • ML / DL : NLP, LLM, MLOps, RecSys
  • MATH : Graph Theory, Partially Ordered SET

๐Ÿ’ป Skills :

  • Python Pytorch Docker Streamlit
  • ETC : Langchain, Huggingface

๐Ÿ“ฌ About me

  • Tech Blog Badge Linkedin Badge Gmail Badge Tech Blog Badge

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DoyeonYoon's Projects

anomaly_detection_iron icon anomaly_detection_iron

Anomaly Detection in Steel Image / Intern Project for Postech Information Research Laboratories(PIRL)

boostcamp icon boostcamp

Naver Boostcamp AI Tech์˜ ๊ธฐ๋ก

cardiac_segmentation icon cardiac_segmentation

์•„์‚ฐ๋ณ‘์› ์‹ฌ์žฅ CT์˜์ƒ ๋ถ„ํ•  ์ปจํ…Œ์ŠคํŠธ

dcgan-tensorflow icon dcgan-tensorflow

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

dcgan-tensorflow-1 icon dcgan-tensorflow-1

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dgl-tutorial icon dgl-tutorial

๊ทธ๋ž˜ํ”„ ๋”ฅ๋Ÿฌ๋‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ DGL ์‰ฝ๊ฒŒ ๋ฐฐ์šฐ๊ธฐ

gikt icon gikt

GIKT: A Graph-based Interaction Model for Knowledge Tracing

gkt icon gkt

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

google-landmark icon google-landmark

Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.

graph-rec icon graph-rec

Senior Capstone Project: Graph-Based Product Recommendation

handson-ml2 icon handson-ml2

ํ•ธ์ฆˆ์˜จ ๋จธ์‹ ๋Ÿฌ๋‹ 2/E์˜ ์ฃผํ”ผํ„ฐ ๋…ธํŠธ๋ถ

iic icon iic

TensorFlow Implementation of https://arxiv.org/abs/1807.06653

kb_senticle icon kb_senticle

๊ตญ๋ฏผ์€ํ–‰ ๊ณต๋ชจ์ „์„ ์œ„ํ•œ senticle projecet

lstm_encoder_decoder icon lstm_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

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