ML-compilation_selfDev

혼자 공부하는 머신러닝 + 딥러닝(박해선 저) 도서에 대해 공부한 코드

Google colab에서 작업한 후 github에 커밋

Name		Name	Last commit message	Last commit date
Latest commit History 43 Commits
1_3_마켓과_머신러닝.ipynb		1_3_마켓과_머신러닝.ipynb
2_1_훈련_세트와_테스트_세트.ipynb		2_1_훈련_세트와_테스트_세트.ipynb
2_2_데이터_전처리.ipynb		2_2_데이터_전처리.ipynb
3_1_k_최근접_이웃_회귀.ipynb		3_1_k_최근접_이웃_회귀.ipynb
3_2_선형_회귀.ipynb		3_2_선형_회귀.ipynb
3_3_특성_공학과_규제.ipynb		3_3_특성_공학과_규제.ipynb
4_1_로지스틱_회귀.ipynb		4_1_로지스틱_회귀.ipynb
4_2_확률적_경사_하강법.ipynb		4_2_확률적_경사_하강법.ipynb
5_1_결정_트리.ipynb		5_1_결정_트리.ipynb
5_2_교차_검증과_그리드_서치.ipynb		5_2_교차_검증과_그리드_서치.ipynb
5_3_트리의_앙상블.ipynb		5_3_트리의_앙상블.ipynb
6_1_군집_알고리즘.ipynb		6_1_군집_알고리즘.ipynb
6_2_k_평균.ipynb		6_2_k_평균.ipynb
6_3_주성분_분석.ipynb		6_3_주성분_분석.ipynb
7_1_인공_신경망.ipynb		7_1_인공_신경망.ipynb
7_2_심층_신경망.ipynb		7_2_심층_신경망.ipynb
7_3_신경망_모델_훈련.ipynb		7_3_신경망_모델_훈련.ipynb
8_1_합성곱_신경망의_구성_요소.ipynb		8_1_합성곱_신경망의_구성_요소.ipynb
8_2_합성곱_신경망을_사용한_이미지_분류.ipynb		8_2_합성곱_신경망을_사용한_이미지_분류.ipynb
README.md		README.md

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