├── MLP └── MLP_manual.py ├── Net └── MyNet.py ├── README.md ├── SVM ├── SVM.py ├── dataset │ └── svm │ │ ├── svm_test_data.csv │ │ ├── svm_test_label.csv │ │ ├── svm_train_data.csv │ │ └── svm_train_label.csv ├── main.py └── utils.py ├── csp ├── output │ ├── output1.txt │ └── output2.txt └── src │ ├── csp.c │ ├── input1.txt │ └── input2.txt ├── decisionTree ├── DecisionTree.py ├── dataset │ └── dt │ │ ├── dt_test.data │ │ └── dt_train.data ├── main.py └── utils.py ├── digit ├── data │ ├── input00.txt │ ├── input01.txt │ ├── input02.txt │ ├── input03.txt │ ├── input04.txt │ ├── input05.txt │ ├── input06.txt │ ├── input07.txt │ ├── input08.txt │ ├── input09.txt │ ├── input10.txt │ ├── input11.txt │ ├── target00.txt │ ├── target01.txt │ ├── target02.txt │ ├── target03.txt │ ├── target04.txt │ ├── target05.txt │ ├── target06.txt │ ├── target07.txt │ ├── target08.txt │ ├── target09.txt │ ├── target10.txt │ └── target11.txt ├── output │ ├── output_A_h1.txt │ ├── output_A_h2.txt │ ├── output_IDA_h1.txt │ └── output_IDA_h2.txt └── src │ ├── 1run.bat │ ├── 2run.bat │ ├── 3run.bat │ ├── 4run.bat │ ├── a.c │ ├── a.h │ ├── input00.txt │ ├── input01.txt │ ├── input02.txt │ ├── input03.txt │ ├── input04.txt │ ├── input05.txt │ ├── input06.txt │ ├── input07.txt │ ├── input08.txt │ ├── input09.txt │ ├── input10.txt │ ├── input11.txt │ ├── readme.md │ ├── target00.txt │ ├── target01.txt │ ├── target02.txt │ ├── target03.txt │ ├── target04.txt │ ├── target05.txt │ ├── target06.txt │ ├── target07.txt │ ├── target08.txt │ ├── target09.txt │ ├── target10.txt │ ├── target11.txt │ └── 难度说明.txt └── kmeans ├── kmeans.txt └── main.py /MLP/MLP_manual.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/MLP/MLP_manual.py -------------------------------------------------------------------------------- /Net/MyNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/Net/MyNet.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 2022USTC-AI 2 | 3 | 2022春 xll班 ai实验 4 | 5 | 7.30 新增了kmeans算法 6 | 7 | -------------------------------------------------------------------------------- /SVM/SVM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/SVM.py -------------------------------------------------------------------------------- /SVM/dataset/svm/svm_test_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/dataset/svm/svm_test_data.csv -------------------------------------------------------------------------------- /SVM/dataset/svm/svm_test_label.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/dataset/svm/svm_test_label.csv -------------------------------------------------------------------------------- /SVM/dataset/svm/svm_train_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/dataset/svm/svm_train_data.csv -------------------------------------------------------------------------------- /SVM/dataset/svm/svm_train_label.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/dataset/svm/svm_train_label.csv -------------------------------------------------------------------------------- /SVM/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/main.py -------------------------------------------------------------------------------- /SVM/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/SVM/utils.py -------------------------------------------------------------------------------- /csp/output/output1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/csp/output/output1.txt -------------------------------------------------------------------------------- /csp/output/output2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/csp/output/output2.txt -------------------------------------------------------------------------------- /csp/src/csp.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/csp/src/csp.c -------------------------------------------------------------------------------- /csp/src/input1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/csp/src/input1.txt -------------------------------------------------------------------------------- /csp/src/input2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/csp/src/input2.txt -------------------------------------------------------------------------------- /decisionTree/DecisionTree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/decisionTree/DecisionTree.py -------------------------------------------------------------------------------- /decisionTree/dataset/dt/dt_test.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/decisionTree/dataset/dt/dt_test.data -------------------------------------------------------------------------------- /decisionTree/dataset/dt/dt_train.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/decisionTree/dataset/dt/dt_train.data -------------------------------------------------------------------------------- /decisionTree/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/decisionTree/main.py -------------------------------------------------------------------------------- /decisionTree/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/decisionTree/utils.py -------------------------------------------------------------------------------- /digit/data/input00.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input00.txt -------------------------------------------------------------------------------- /digit/data/input01.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input01.txt -------------------------------------------------------------------------------- /digit/data/input02.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input02.txt -------------------------------------------------------------------------------- /digit/data/input03.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input03.txt -------------------------------------------------------------------------------- /digit/data/input04.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input04.txt -------------------------------------------------------------------------------- /digit/data/input05.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input05.txt -------------------------------------------------------------------------------- /digit/data/input06.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input06.txt -------------------------------------------------------------------------------- /digit/data/input07.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input07.txt -------------------------------------------------------------------------------- /digit/data/input08.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input08.txt -------------------------------------------------------------------------------- /digit/data/input09.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input09.txt -------------------------------------------------------------------------------- /digit/data/input10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input10.txt -------------------------------------------------------------------------------- /digit/data/input11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/input11.txt -------------------------------------------------------------------------------- /digit/data/target00.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target00.txt -------------------------------------------------------------------------------- /digit/data/target01.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target01.txt -------------------------------------------------------------------------------- /digit/data/target02.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target02.txt -------------------------------------------------------------------------------- /digit/data/target03.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target03.txt -------------------------------------------------------------------------------- /digit/data/target04.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target04.txt -------------------------------------------------------------------------------- /digit/data/target05.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target05.txt -------------------------------------------------------------------------------- /digit/data/target06.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target06.txt -------------------------------------------------------------------------------- /digit/data/target07.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target07.txt -------------------------------------------------------------------------------- /digit/data/target08.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target08.txt -------------------------------------------------------------------------------- /digit/data/target09.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target09.txt -------------------------------------------------------------------------------- /digit/data/target10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target10.txt -------------------------------------------------------------------------------- /digit/data/target11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/data/target11.txt -------------------------------------------------------------------------------- /digit/output/output_A_h1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/output/output_A_h1.txt -------------------------------------------------------------------------------- /digit/output/output_A_h2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/output/output_A_h2.txt -------------------------------------------------------------------------------- /digit/output/output_IDA_h1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/output/output_IDA_h1.txt -------------------------------------------------------------------------------- /digit/output/output_IDA_h2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/output/output_IDA_h2.txt -------------------------------------------------------------------------------- /digit/src/1run.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/1run.bat -------------------------------------------------------------------------------- /digit/src/2run.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/2run.bat -------------------------------------------------------------------------------- /digit/src/3run.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/3run.bat -------------------------------------------------------------------------------- /digit/src/4run.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/4run.bat -------------------------------------------------------------------------------- /digit/src/a.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/a.c -------------------------------------------------------------------------------- /digit/src/a.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/a.h -------------------------------------------------------------------------------- /digit/src/input00.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input00.txt -------------------------------------------------------------------------------- /digit/src/input01.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input01.txt -------------------------------------------------------------------------------- /digit/src/input02.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input02.txt -------------------------------------------------------------------------------- /digit/src/input03.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input03.txt -------------------------------------------------------------------------------- /digit/src/input04.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input04.txt -------------------------------------------------------------------------------- /digit/src/input05.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input05.txt -------------------------------------------------------------------------------- /digit/src/input06.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input06.txt -------------------------------------------------------------------------------- /digit/src/input07.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input07.txt -------------------------------------------------------------------------------- /digit/src/input08.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input08.txt -------------------------------------------------------------------------------- /digit/src/input09.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input09.txt -------------------------------------------------------------------------------- /digit/src/input10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input10.txt -------------------------------------------------------------------------------- /digit/src/input11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/input11.txt -------------------------------------------------------------------------------- /digit/src/readme.md: -------------------------------------------------------------------------------- 1 | 直接在windows环境下运行1run.bat即可 2 | -------------------------------------------------------------------------------- /digit/src/target00.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target00.txt -------------------------------------------------------------------------------- /digit/src/target01.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target01.txt -------------------------------------------------------------------------------- /digit/src/target02.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target02.txt -------------------------------------------------------------------------------- /digit/src/target03.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target03.txt -------------------------------------------------------------------------------- /digit/src/target04.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target04.txt -------------------------------------------------------------------------------- /digit/src/target05.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target05.txt -------------------------------------------------------------------------------- /digit/src/target06.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target06.txt -------------------------------------------------------------------------------- /digit/src/target07.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target07.txt -------------------------------------------------------------------------------- /digit/src/target08.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target08.txt -------------------------------------------------------------------------------- /digit/src/target09.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target09.txt -------------------------------------------------------------------------------- /digit/src/target10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target10.txt -------------------------------------------------------------------------------- /digit/src/target11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/target11.txt -------------------------------------------------------------------------------- /digit/src/难度说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/digit/src/难度说明.txt -------------------------------------------------------------------------------- /kmeans/kmeans.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/kmeans/kmeans.txt -------------------------------------------------------------------------------- /kmeans/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tziheng/2022USTC-AI/HEAD/kmeans/main.py --------------------------------------------------------------------------------