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Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
TextExample		TextExample
data		data
01_0_데이터_불러오기_수정.ipynb		01_0_데이터_불러오기_수정.ipynb
01_1_그래프_그리기.ipynb		01_1_그래프_그리기.ipynb
01_1_데이터_전처리.ipynb		01_1_데이터_전처리.ipynb
01_2_데이터변환.ipynb		01_2_데이터변환.ipynb
01_3_타이타닉전처리_실습.ipynb		01_3_타이타닉전처리_실습.ipynb
02_1_ 선형회귀.ipynb		02_1_ 선형회귀.ipynb
02_2_회귀_자동차연비예측.ipynb		02_2_회귀_자동차연비예측.ipynb
03_1_로지스틱회귀.ipynb		03_1_로지스틱회귀.ipynb
03_2_분류_타이타닉생존예측.ipynb		03_2_분류_타이타닉생존예측.ipynb
04_1_회귀모형평가.ipynb		04_1_회귀모형평가.ipynb
04_2_분류모형평가.ipynb		04_2_분류모형평가.ipynb
05_1_일반화와과적합_회귀.ipynb		05_1_일반화와과적합_회귀.ipynb
05_2_일반화와과적합_분류.ipynb		05_2_일반화와과적합_분류.ipynb
06_1_train_test_split.ipynb		06_1_train_test_split.ipynb
06_2_K-Fold_Cross_validation.ipynb		06_2_K-Fold_Cross_validation.ipynb
06_3_회귀_자동차연비예측_교차검증.ipynb		06_3_회귀_자동차연비예측_교차검증.ipynb
07_1_Hyperparameter_manual.ipynb		07_1_Hyperparameter_manual.ipynb
07_2_Hyperparam_crossvalidate.ipynb		07_2_Hyperparam_crossvalidate.ipynb
07_3_Hyperparameter_pipelining.ipynb		07_3_Hyperparameter_pipelining.ipynb
08_1_KNN.ipynb		08_1_KNN.ipynb
08_2_KNNwithSklearn.ipynb		08_2_KNNwithSklearn.ipynb
08_3_KNNClassifier.ipynb		08_3_KNNClassifier.ipynb
09_1_DecisionTree.ipynb		09_1_DecisionTree.ipynb
09_2_DecisionTree_RandomForest.ipynb		09_2_DecisionTree_RandomForest.ipynb
10_1_SVM.ipynb		10_1_SVM.ipynb
11_1_PCA_iris.ipynb		11_1_PCA_iris.ipynb
11_2_PCA_countries.ipynb		11_2_PCA_countries.ipynb
12_1_clustering_kmeans.ipynb		12_1_clustering_kmeans.ipynb
12_2_clustering_hierarchical.ipynb		12_2_clustering_hierarchical.ipynb
12_3_clustering_with_pca.ipynb		12_3_clustering_with_pca.ipynb
13_anomlay_detection.ipynb		13_anomlay_detection.ipynb
13_fraud.npz		13_fraud.npz
16_http.npz		16_http.npz
34_smtp.npz		34_smtp.npz
6_cardio.npz		6_cardio.npz
Curse-of-dimension.ipynb		Curse-of-dimension.ipynb
DecisionTree_2024_수업.ipynb		DecisionTree_2024_수업.ipynb
PCA_countries.ipynb		PCA_countries.ipynb
Train_test_split.ipynb		Train_test_split.ipynb
Untitled.ipynb		Untitled.ipynb
Untitled1.ipynb		Untitled1.ipynb
hypothyroid.csv		hypothyroid.csv
untitled.md		untitled.md
교차검증_수업.ipynb		교차검증_수업.ipynb
차원축소_실습_countries.ipynb		차원축소_실습_countries.ipynb
하이퍼패러미터튜닝_예시.ipynb		하이퍼패러미터튜닝_예시.ipynb
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