JeongMin-98 / AI_Cloud

A.I / Cloud

ML/Deep Learning 이론을 코딩하여 정리한 github repo입니다.

• 학교 강의와 유튜브 강의, 논문 리뷰가 정리되어있습니다.

DKU Course

DeepLearning/Cloud +

ML_algorithm

• implemented with reference to a YouTube course https://www.youtube.com/playlist?list=PLqnslRFeH2Upcrywf-u2etjdxxkL8nl7E

Use_Cases

Use implemented code for dataset. ..

perceptron

• perceptron.py

Linear Regression

• linear_Regression.py

Logistic Regression

• logisticregression.py

Support vector machine(SVM)

Clustering

Kmeans

• kmeans.py

Image Classification - paper

CNN

ReLU

Pooling layers (overlapping vs traditional)

• model have overlapping layer, model have better accuracy and more difficult to overfit.