├── C和Python手撕机器学习算法.md ├── C和Python手撕机器学习算法.pdf ├── README.md ├── algorithm ├── Backpropagation │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── seeds_data.csv │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── seeds_data.csv │ └── README.md ├── Bootstrap_Aggregation │ ├── C_version │ │ ├── BA.c │ │ ├── BA.h │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── sonar.csv │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── sonar.csv │ └── README.md ├── Classification_and_Regression_Trees │ ├── C_version │ │ ├── DT.c │ │ ├── DT.h │ │ ├── banknote.csv │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ └── test_prediction.c │ ├── Python_version │ │ ├── banknote.csv │ │ └── run.py │ └── README.md ├── K_Nearest_Neighbors │ ├── C_version │ │ ├── abalone.csv │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── rmse.c │ │ ├── run │ │ └── test_prediction.c │ ├── Python_version │ │ ├── abalone.csv │ │ └── run.py │ └── README.md ├── Learning_Vector_Quantization │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── ionosphere-full.csv │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ └── test_prediction.c │ ├── Python_version │ │ ├── ionosphere-full.csv │ │ └── run.py │ └── README.md ├── Logistic_Regression │ ├── C_version │ │ ├── Pima.csv │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ └── test_prediction.c │ ├── Python_version │ │ ├── Pima.csv │ │ └── run.py │ └── README.md ├── Multivariate_Linear_Regression │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── rmse.c │ │ ├── run │ │ ├── test_prediction.c │ │ └── winequality-white.csv │ ├── Python_version │ │ ├── run.py │ │ └── winequality-white.csv │ └── README.md ├── Naive_Bayes │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── iris.csv │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ └── test_prediction.c │ ├── Python_version │ │ ├── iris.csv │ │ └── run.py │ └── README.md ├── Perceptron │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── sonar.csv │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── sonar.csv │ └── README.md ├── Random_Forest │ ├── C_version │ │ ├── RF.c │ │ ├── RF.h │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── sonar.csv │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── sonar.csv │ └── README.md ├── Simple_Linear_Regression │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── insurance.csv │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── read_csv.c │ │ ├── rmse.c │ │ ├── run │ │ └── test_prediction.c │ ├── Python_version │ │ ├── insurance.csv │ │ └── run.py │ └── README.md ├── Stacked_Generalization │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── knn_model.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── perceptron_model.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── sonar.csv │ │ ├── stacking_model.c │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── sonar.csv │ └── README.md ├── Support_Vector_Machines │ ├── C_version │ │ ├── compile.sh │ │ ├── evaluate.c │ │ ├── k_fold.c │ │ ├── main.c │ │ ├── normalize.c │ │ ├── read_csv.c │ │ ├── run │ │ ├── score.c │ │ ├── sonar.csv │ │ └── test_prediction.c │ ├── Python_version │ │ ├── run.py │ │ └── sonar.csv │ ├── README.md │ ├── image.png │ ├── image2.png │ └── image3.png └── requirements.txt ├── co_function ├── README.md ├── k_fold.c ├── normalize.c ├── read_csv.c ├── rmse.c └── score.c ├── config └── README.md ├── content ├── image-20210523213039756.png ├── image-20210523213205581.png ├── image-20210523213231691.png ├── image-20210523213249119.png ├── image-20210523213325104.png ├── image-20210523213420514.png ├── image-20210523213536513.png ├── image-20210827153717909.png ├── image-20210827154241403.png ├── image-20210827154313854.png ├── image-20210827155207533.png ├── image-20210827155433689.png ├── image-20210827212843619.png ├── image-20210827212931217.png ├── image-20210827213054593.png ├── image-20210827213121453.png └── image-20210827213138926.png ├── dataset ├── Pima.csv ├── abalone.csv ├── banknote.csv ├── insurance.csv ├── ionosphere-full.csv ├── iris.csv ├── seeds_data.csv ├── sonar.all-data.csv ├── sonar.csv └── winequality-white.csv └── requirements.txt 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