Mattias Lee's Projects
A simple example of Denoising pictures using Autoencoder
๊ทธ๋ํ ๋ฅ๋ฌ๋ ๋ผ์ด๋ธ๋ฌ๋ฆฌ DGL ์ฝ๊ฒ ๋ฐฐ์ฐ๊ธฐ
๋ถ์ ๊ณต๋ชจ์ ์ฐธ์ฌ ์ผ์ง
๊นํด ํ์ฌ ์์ธก
pretrained kobert๋ฅผ ์ฌ์ฉํ multi-label VOC(Voice of Customers) ํ๊ทธ ๋ถ๋ฅ ๋ชจ๋ธ
With Laptop Data, I'll do prediction on its proper price
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
Improve MAGNN using pretrained distilBERT embedding
An example of MLflow Tracking and Models Using Factorization Machine Recommender model library, rankfm.
myeonghak's tech blog
Crawl Review data from Naver Movie Site
AI-Robotics KR ์์ฐ์ด์ฒ๋ฆฌ ์คํฐ๋ ('19.7.23 ~ '19.10.8)
A zoo for pandas methods, functions, usages!
Building a Collaborative Filtering based Recommender system using e-commerce data.
์ถ์ฒ์์คํ
์คํฐ๋ ('20.8.11 ~ '20.10.2)
A game theoretic approach to explain the output of any machine learning model.
StellarGraph - Machine Learning on Graphs
๊ด์ฌ ์ฃผ์ ์ข
๋ชฉ์ ๋ด์ค์ ์์ฝ๋ณธ์ ๋ฉ์ผ๋ก ์ ๋ฌํ๋ ํ๋ก๊ทธ๋จ
๐ Today I Learned - ์ค๋ ๋ฐฐ์ด ๊ฒ๋ค์ ๊ธฐ๋กํฉ๋๋ค.
ํธ๋์คํฌ๋จธ ๋ธ๋ก์ ํ์ฉํ ์ํ๋ช
์์ฐ์ด์ฒ๋ฆฌ ๊ธฐ๋ฐ ์นดํ
๊ณ ๋ฆฌ ๋ถ๋ฅ ๋ชจ๋ธ
VAE(Variational AutoEncoder) Recsys example using tensorflow