Category

• ML_practice 10
• DL_practice 3
• Github_Blog 1

ML_practice

10.1-10.2 Principal Component Analysis

7 minute read

PCA(Principle Component Analysis)

8.9 Cross Validation

4 minute read

Cross Validation

8.8 Support Vector Machine

1 minute read

8.8 SVM

8.7 Decision Tree / Regression Tree

1 minute read

8.7 Decision Tree - Concepts and Definition 의사결정하는데 tree를 이용함 확률변수의 불확실한 정도 측정에 쓰이는 ‘엔트로피’를 이용 - 작동과정 1) feature 별로 test를 진행 ex) 날씨, 바람, 온도 등 2) 각 결과(맑음, 흐림,...

8.6 Naive Bayes

1 minute read

8.6 Naive Bayes - Concept and Definition of Naive Bayes 서로 조건부 독립(conditional independence)인 피처를 가정하고, 베이즈 이론을 기반으로 하는 머신러닝 알고리즘

8.5 Logistic Regression

3 minute read

8.5 Logistic Regression

8 Supervised Learning - 8.3-4 KNN / Linear Regression

3 minute read

8. 지도학습 실습

7 Model Evaluation

7 minute read

7 Model Evaluation(모델 평가) # 7.1 Overfitting / Underfitting

6.2 ML data engineering(preprocessing)

6 minute read

6.2 데이터 전처리

6.1 Taking a look at ML data

4 minute read

6.1 머신러닝 데이터 살펴보기

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DL_practice

CycleGAN - Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(2017)

50 minute read

CycleGAN 실습 이인엽 작성 dldlsduq94@korea.ac.kr 논문 이름: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(2017)

Image-to-Image Translation with Conditional Adversarial Networks(CVPR2017))

31 minute read

Pix2Pix 코드 실습 작성자: 이인엽(dldlsduq94@korea.ac.kr) 논문제목: Image-to-Image Translation with Conditional Adversarial Networks(CVPR2017) 대표적인 이미지간 도메인 변환 기술인 p...

GAN - Generative Adversarial Networks(2014)

17 minute read

GAN

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Github_Blog

[Github Blog] Jekyll - minimal mistakes 시작하기

2 minute read

📌 작성자 개발 환경 OS : Windows 10

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