This blog contains the posts about industrial mathematics, data analytics tools and the introduction of industrial problems that I am currently working on. It is owned by MINJUNG GIM who is a Senior research scientist at the National Institute of Mathematical Sciences.
k-means clustering with custom distance function and k-means++
Review of Image Style Transfer using CNN(2015)
특징 추출을 위한 Auto-encoder와 주성분 분석(PCA)
정보이론(information theory) 관점의 cross-entropy
Multiclass classification with softmax
Binary classification using Multilayer Perceptron
Regression using Multilayer Perceptron