├── 001_Data regression prediction based on BP neural network ├── main.m └── 数据集.xlsx ├── 002_Data classification prediction based on BP neural network ├── main.m └── 数据集.xlsx ├── 003_Time series forecasting based on BP neural network ├── main.m └── 数据集.xlsx ├── 004_Data regression prediction based on support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 005_Data classification prediction based on support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 006_Time series forecasting based on support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 007_Optimize data regression prediction of BP neural network based on genetic algorithm ├── gadecod.m ├── goat │ ├── arithXover.m │ ├── delta.m │ ├── ga.m │ ├── gabpEval.m │ ├── initializega.m │ ├── maxGenTerm.m │ ├── nonUnifMutation.m │ ├── normGeomSelect.m │ └── parse.m ├── main.m └── 数据集.xlsx ├── 008_Optimize data classification prediction of BP neural network based on genetic algorithm ├── gadecod.m ├── goat │ ├── arithXover.m │ ├── delta.m │ ├── ga.m │ ├── gabpEval.m │ ├── initializega.m │ ├── maxGenTerm.m │ ├── nonUnifMutation.m │ ├── normGeomSelect.m │ └── parse.m ├── main.m └── 数据集.xlsx ├── 009_Optimize time series prediction of BP neural network based on genetic algorithm ├── gadecod.m ├── goat │ ├── arithXover.m │ ├── delta.m │ ├── ga.m │ ├── gabpEval.m │ ├── initializega.m │ ├── maxGenTerm.m │ ├── nonUnifMutation.m │ ├── normGeomSelect.m │ └── parse.m ├── main.m └── 数据集.xlsx ├── 010_Data regression prediction based on random forest algorithm ├── main.m └── 数据集.xlsx ├── 011_Data classification prediction based on random forest algorithm ├── main.m └── 数据集.xlsx ├── 012_Time series forecasting based on random forest algorithm ├── main.m └── 数据集.xlsx ├── 013_Data regression prediction based on radial basis neural networks ├── main.m └── 数据集.xlsx ├── 014_Data classification prediction based on radial basis neural network ├── main.m └── 数据集.xlsx ├── 015_Time series forecasting based on radial basis neural networks ├── main.m └── 数据集.xlsx ├── 016_Multi-output data regression prediction based on BP neural network ├── main.m └── 数据集.xlsx ├── 017_Data regression prediction based on convolutional neural networks ├── main.m └── 数据集.xlsx ├── 018_Data classification prediction based on convolutional neural networks ├── main.m └── 数据集.xlsx ├── 019_Time series forecasting based on convolutional neural networks ├── main.m └── 数据集.xlsx ├── 020_Data regression prediction based on BP neural network - predicting new data ├── NewData.m ├── main.m ├── net.mat ├── ps_input.mat ├── ps_output.mat ├── 待预测数据.xlsx ├── 数据集.xlsx └── 预测结果.xlsx ├── 021_Data regression prediction based on long short-term memory networks ├── main.m └── 数据集.xlsx ├── 022_Data classification prediction based on long short-term memory network ├── main.m └── 数据集.xlsx ├── 023_Time series forecasting based on long short-term memory networks ├── main.m └── 数据集.xlsx ├── 024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network ├── fun.m ├── main.m └── 数据集.xlsx ├── 025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network ├── fun.m ├── main.m └── 数据集.xlsx ├── 026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network ├── fun.m ├── main.m └── 数据集.xlsx ├── 027_Data regression prediction based on extreme learning machine ├── elmpredict.m ├── elmtrain.m ├── main.m └── 数据集.xlsx ├── 028_Data classification prediction based on extreme learning machine ├── elmpredict.m ├── elmtrain.m ├── main.m └── 数据集.xlsx ├── 029_Time series forecasting based on extreme learning machine ├── elmpredict.m ├── elmtrain.m ├── main.m └── 数据集.xlsx ├── 030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── psoSVMcgForRegress.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── pso_svm_class.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm) ├── libsvm 参数说明.txt ├── main.m ├── psoSVMcgForRegress.m ├── svmpredict.mexw64 ├── svmtrain.mexw64 └── 数据集.xlsx ├── 033_Data regression prediction based on partial least squares algorithm ├── main.m └── 数据集.xlsx ├── 034_Data classification prediction based on partial least squares algorithm ├── main.m └── 数据集.xlsx ├── 035_Time series forecasting based on partial least squares algorithm ├── main.m └── 数据集.xlsx ├── 036_Data regression prediction based on least squares support vector machine ├── LSSVM_Toolbox │ ├── initlssvm.m │ ├── kernel_matrix.m │ ├── lssvmMATLAB.m │ ├── postlssvm.m │ ├── prelssvm.m │ ├── simlssvm.m │ └── trainlssvm.m ├── main.m └── 数据集.xlsx ├── 037_Data classification prediction based on least squares support vector machine ├── LSSVM_Toolbox │ ├── code.m │ ├── code_MOC.m │ ├── code_OneVsAll.m │ ├── code_OneVsOne.m │ ├── codedist_hamming.m │ ├── initlssvm.m │ ├── kernel_matrix.m │ ├── lssvmMATLAB.m │ ├── postlssvm.m │ ├── prelssvm.m │ ├── simlssvm.m │ └── trainlssvm.m ├── main.m └── 数据集.xlsx ├── 038_Time series forecasting based on least squares support vector machine ├── LSSVM_Toolbox │ ├── initlssvm.m │ ├── kernel_matrix.m │ ├── lssvmMATLAB.m │ ├── postlssvm.m │ ├── prelssvm.m │ ├── simlssvm.m │ └── trainlssvm.m ├── main.m └── 数据集.xlsx ├── 039_Data regression prediction based on support vector machine (libsvm) - predicting new data ├── NewData.m ├── libsvm 参数说明.txt ├── main.m ├── save_vars │ ├── model.mat │ ├── ps_input.mat │ └── ps_output.mat ├── svmpredict.mexw64 ├── svmtrain.mexw64 ├── 待预测数据.xlsx ├── 数据集.xlsx └── 预测结果.xlsx ├── 040_Time series forecasting based on long short-term memory networks - Predicting the future data (Recursive) ├── main.m └── 数据集.xlsx ├── 041_Data regression prediction based on random forest algorithm - predicting new data ├── main.m ├── main_predict.m ├── mexRF_predict.mexw64 ├── mexRF_train.mexw64 ├── model.mat ├── ps_input.mat ├── ps_output.mat ├── regRF_predict.m ├── regRF_train.m ├── 数据集.xlsx ├── 需要预测的数据.xlsx └── 预测结果.xlsx ├── 042_Data regression prediction based on XGBoost algorithm ├── main.m ├── xgboost.dll文件的下载地址.txt ├── xgboost.h ├── xgboost_test.m ├── xgboost_train.m ├── xgboost报错解决方案.docx └── 数据集.xlsx ├── 043_Data classification prediction based on XGBoost algorithm ├── main.m ├── xgboost.dll文件的下载地址.txt ├── xgboost.h ├── xgboost_test.m ├── xgboost_train.m ├── xgboost报错解决方案.docx └── 数据集.xlsx ├── 044_Time series forecasting based on XGBoost algorithm ├── main.m ├── xgboost.dll文件的下载地址.txt ├── xgboost.h ├── xgboost_test.m ├── xgboost_train.m ├── xgboost报错解决方案.docx └── 数据集.xlsx ├── 045_Multi-output data regression prediction based on convolutional neural networks ├── main.m ├── main2.m └── 数据集.xlsx ├── 046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case ├── images │ ├── 妙蛙种子 │ │ ├── 00000000.png │ │ ├── 00000001.png │ │ ├── 00000002.png │ │ └── 00000003.png │ ├── 小火龙 │ │ ├── 00000000.png │ │ ├── 00000001.jpg │ │ ├── 00000002.jpg │ │ └── 00000003.png │ ├── 杰尼龟 │ │ ├── 00000000.png │ │ ├── 00000001.jpg │ │ ├── 00000002.jpg │ │ └── 00000003.png │ ├── 皮卡丘 │ │ ├── 00000000.jpg │ │ ├── 00000001.png │ │ ├── 00000002.png │ │ └── 00000003.jpg │ └── 超梦 │ │ ├── 00000000.jpg │ │ ├── 00000001.jpg │ │ ├── 00000002.jpg │ │ └── 00000003.jpg ├── main.m ├── mian_net.m ├── mian_test.m ├── 报错解决方案.docx └── 数据集下载链接.txt ├── 047_Multivariate time series forecasting based on BP neural network ├── main.m └── 数据集.xlsx ├── 048_Multivariate time series forecasting based on long short-term memory networks ├── main.m └── 数据集.xlsx ├── 049_Data regression prediction based on gate recurrent unit ├── main.m └── 数据集.xlsx ├── 050_Data classification prediction based on gate recurrent unit ├── main.m └── 数据集.xlsx ├── 051_Time series forecasting based on gated recurrent unit ├── main.m └── 数据集.xlsx ├── 052_Data regression prediction based on kernel extreme learning machine ├── elm_kernel.m ├── kernel_matrix.m ├── main.m └── 数据集.xlsx └── README.md /001_Data regression prediction based on BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/001_Data regression prediction based on BP neural network/main.m -------------------------------------------------------------------------------- /001_Data regression prediction based on BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/001_Data regression prediction based on BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /002_Data classification prediction based on BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/002_Data classification prediction based on BP neural network/main.m -------------------------------------------------------------------------------- /002_Data classification prediction based on BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/002_Data classification prediction based on BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /003_Time series forecasting based on BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/003_Time series forecasting based on BP neural network/main.m -------------------------------------------------------------------------------- /003_Time series forecasting based on BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/003_Time series forecasting based on BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /004_Data regression prediction based on support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/004_Data regression prediction based on support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /004_Data regression prediction based on support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/004_Data regression prediction based on support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /004_Data regression prediction based on support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/004_Data regression prediction based on support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /004_Data regression prediction based on support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/004_Data regression prediction based on support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /004_Data regression prediction based on support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/004_Data regression prediction based on support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /005_Data classification prediction based on support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/005_Data classification prediction based on support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /005_Data classification prediction based on support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/005_Data classification prediction based on support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /005_Data classification prediction based on support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/005_Data classification prediction based on support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /005_Data classification prediction based on support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/005_Data classification prediction based on support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /005_Data classification prediction based on support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/005_Data classification prediction based on support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /006_Time series forecasting based on support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/006_Time series forecasting based on support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /006_Time series forecasting based on support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/006_Time series forecasting based on support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /006_Time series forecasting based on support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/006_Time series forecasting based on support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /006_Time series forecasting based on support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/006_Time series forecasting based on support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /006_Time series forecasting based on support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/006_Time series forecasting based on support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/gadecod.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/gadecod.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/arithXover.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/arithXover.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/delta.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/delta.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/ga.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/ga.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/gabpEval.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/gabpEval.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/initializega.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/initializega.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/parse.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/goat/parse.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/main.m -------------------------------------------------------------------------------- /007_Optimize data regression prediction of BP neural network based on genetic algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/007_Optimize data regression prediction of BP neural network based on genetic algorithm/数据集.xlsx -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/gadecod.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/gadecod.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/arithXover.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/arithXover.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/delta.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/delta.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/ga.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/ga.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/gabpEval.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/gabpEval.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/initializega.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/initializega.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/parse.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/goat/parse.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/main.m -------------------------------------------------------------------------------- /008_Optimize data classification prediction of BP neural network based on genetic algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/008_Optimize data classification prediction of BP neural network based on genetic algorithm/数据集.xlsx -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/gadecod.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/gadecod.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/arithXover.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/arithXover.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/delta.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/delta.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/ga.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/ga.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/gabpEval.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/gabpEval.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/initializega.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/initializega.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/maxGenTerm.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/nonUnifMutation.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/normGeomSelect.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/parse.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/goat/parse.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/main.m -------------------------------------------------------------------------------- /009_Optimize time series prediction of BP neural network based on genetic algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/009_Optimize time series prediction of BP neural network based on genetic algorithm/数据集.xlsx -------------------------------------------------------------------------------- /010_Data regression prediction based on random forest algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/010_Data regression prediction based on random forest algorithm/main.m -------------------------------------------------------------------------------- /010_Data regression prediction based on random forest algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/010_Data regression prediction based on random forest algorithm/数据集.xlsx -------------------------------------------------------------------------------- /011_Data classification prediction based on random forest algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/011_Data classification prediction based on random forest algorithm/main.m -------------------------------------------------------------------------------- /011_Data classification prediction based on random forest algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/011_Data classification prediction based on random forest algorithm/数据集.xlsx -------------------------------------------------------------------------------- /012_Time series forecasting based on random forest algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/012_Time series forecasting based on random forest algorithm/main.m -------------------------------------------------------------------------------- /012_Time series forecasting based on random forest algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/012_Time series forecasting based on random forest algorithm/数据集.xlsx -------------------------------------------------------------------------------- /013_Data regression prediction based on radial basis neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/013_Data regression prediction based on radial basis neural networks/main.m -------------------------------------------------------------------------------- /013_Data regression prediction based on radial basis neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/013_Data regression prediction based on radial basis neural networks/数据集.xlsx -------------------------------------------------------------------------------- /014_Data classification prediction based on radial basis neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/014_Data classification prediction based on radial basis neural network/main.m -------------------------------------------------------------------------------- /014_Data classification prediction based on radial basis neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/014_Data classification prediction based on radial basis neural network/数据集.xlsx -------------------------------------------------------------------------------- /015_Time series forecasting based on radial basis neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/015_Time series forecasting based on radial basis neural networks/main.m -------------------------------------------------------------------------------- /015_Time series forecasting based on radial basis neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/015_Time series forecasting based on radial basis neural networks/数据集.xlsx -------------------------------------------------------------------------------- /016_Multi-output data regression prediction based on BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/016_Multi-output data regression prediction based on BP neural network/main.m -------------------------------------------------------------------------------- /016_Multi-output data regression prediction based on BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/016_Multi-output data regression prediction based on BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /017_Data regression prediction based on convolutional neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/017_Data regression prediction based on convolutional neural networks/main.m -------------------------------------------------------------------------------- /017_Data regression prediction based on convolutional neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/017_Data regression prediction based on convolutional neural networks/数据集.xlsx -------------------------------------------------------------------------------- /018_Data classification prediction based on convolutional neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/018_Data classification prediction based on convolutional neural networks/main.m -------------------------------------------------------------------------------- /018_Data classification prediction based on convolutional neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/018_Data classification prediction based on convolutional neural networks/数据集.xlsx -------------------------------------------------------------------------------- /019_Time series forecasting based on convolutional neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/019_Time series forecasting based on convolutional neural networks/main.m -------------------------------------------------------------------------------- /019_Time series forecasting based on convolutional neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/019_Time series forecasting based on convolutional neural networks/数据集.xlsx -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/NewData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/NewData.m -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/main.m -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/net.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/net.mat -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/ps_input.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/ps_input.mat -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/ps_output.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/ps_output.mat -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/待预测数据.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/待预测数据.xlsx -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/数据集.xlsx -------------------------------------------------------------------------------- /020_Data regression prediction based on BP neural network - predicting new data/预测结果.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/020_Data regression prediction based on BP neural network - predicting new data/预测结果.xlsx -------------------------------------------------------------------------------- /021_Data regression prediction based on long short-term memory networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/021_Data regression prediction based on long short-term memory networks/main.m -------------------------------------------------------------------------------- /021_Data regression prediction based on long short-term memory networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/021_Data regression prediction based on long short-term memory networks/数据集.xlsx -------------------------------------------------------------------------------- /022_Data classification prediction based on long short-term memory network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/022_Data classification prediction based on long short-term memory network/main.m -------------------------------------------------------------------------------- /022_Data classification prediction based on long short-term memory network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/022_Data classification prediction based on long short-term memory network/数据集.xlsx -------------------------------------------------------------------------------- /023_Time series forecasting based on long short-term memory networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/023_Time series forecasting based on long short-term memory networks/main.m -------------------------------------------------------------------------------- /023_Time series forecasting based on long short-term memory networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/023_Time series forecasting based on long short-term memory networks/数据集.xlsx -------------------------------------------------------------------------------- /024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/fun.m -------------------------------------------------------------------------------- /024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/main.m -------------------------------------------------------------------------------- /024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/024_Data regression prediction based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/fun.m -------------------------------------------------------------------------------- /025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/main.m -------------------------------------------------------------------------------- /025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/025_Data classification prediction based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/fun.m -------------------------------------------------------------------------------- /026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/main.m -------------------------------------------------------------------------------- /026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/026_Time series forecasting based on particle swarm optimization algorithm optimized BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /027_Data regression prediction based on extreme learning machine/elmpredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/027_Data regression prediction based on extreme learning machine/elmpredict.m -------------------------------------------------------------------------------- /027_Data regression prediction based on extreme learning machine/elmtrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/027_Data regression prediction based on extreme learning machine/elmtrain.m -------------------------------------------------------------------------------- /027_Data regression prediction based on extreme learning machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/027_Data regression prediction based on extreme learning machine/main.m -------------------------------------------------------------------------------- /027_Data regression prediction based on extreme learning machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/027_Data regression prediction based on extreme learning machine/数据集.xlsx -------------------------------------------------------------------------------- /028_Data classification prediction based on extreme learning machine/elmpredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/028_Data classification prediction based on extreme learning machine/elmpredict.m -------------------------------------------------------------------------------- /028_Data classification prediction based on extreme learning machine/elmtrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/028_Data classification prediction based on extreme learning machine/elmtrain.m -------------------------------------------------------------------------------- /028_Data classification prediction based on extreme learning machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/028_Data classification prediction based on extreme learning machine/main.m -------------------------------------------------------------------------------- /028_Data classification prediction based on extreme learning machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/028_Data classification prediction based on extreme learning machine/数据集.xlsx -------------------------------------------------------------------------------- /029_Time series forecasting based on extreme learning machine/elmpredict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/029_Time series forecasting based on extreme learning machine/elmpredict.m -------------------------------------------------------------------------------- /029_Time series forecasting based on extreme learning machine/elmtrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/029_Time series forecasting based on extreme learning machine/elmtrain.m -------------------------------------------------------------------------------- /029_Time series forecasting based on extreme learning machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/029_Time series forecasting based on extreme learning machine/main.m -------------------------------------------------------------------------------- /029_Time series forecasting based on extreme learning machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/029_Time series forecasting based on extreme learning machine/数据集.xlsx -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/psoSVMcgForRegress.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/psoSVMcgForRegress.m -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/030_Data regression prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/pso_svm_class.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/pso_svm_class.m -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/031_Data classification prediction based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/libsvm 参数说明.txt -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/main.m -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/psoSVMcgForRegress.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/psoSVMcgForRegress.m -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmpredict.mexw64 -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/svmtrain.mexw64 -------------------------------------------------------------------------------- /032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/032_Time series forecasting based on particle swarm optimization algorithm optimized support vector machine (libsvm)/数据集.xlsx -------------------------------------------------------------------------------- /033_Data regression prediction based on partial least squares algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/033_Data regression prediction based on partial least squares algorithm/main.m -------------------------------------------------------------------------------- /033_Data regression prediction based on partial least squares algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/033_Data regression prediction based on partial least squares algorithm/数据集.xlsx -------------------------------------------------------------------------------- /034_Data classification prediction based on partial least squares algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/034_Data classification prediction based on partial least squares algorithm/main.m -------------------------------------------------------------------------------- /034_Data classification prediction based on partial least squares algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/034_Data classification prediction based on partial least squares algorithm/数据集.xlsx -------------------------------------------------------------------------------- /035_Time series forecasting based on partial least squares algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/035_Time series forecasting based on partial least squares algorithm/main.m -------------------------------------------------------------------------------- /035_Time series forecasting based on partial least squares algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/035_Time series forecasting based on partial least squares algorithm/数据集.xlsx -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/main.m -------------------------------------------------------------------------------- /036_Data regression prediction based on least squares support vector machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/036_Data regression prediction based on least squares support vector machine/数据集.xlsx -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_MOC.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_MOC.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_OneVsAll.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_OneVsAll.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_OneVsOne.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/code_OneVsOne.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/codedist_hamming.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/codedist_hamming.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/main.m -------------------------------------------------------------------------------- /037_Data classification prediction based on least squares support vector machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/037_Data classification prediction based on least squares support vector machine/数据集.xlsx -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/initlssvm.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/kernel_matrix.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/lssvmMATLAB.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/postlssvm.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/prelssvm.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/simlssvm.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/LSSVM_Toolbox/trainlssvm.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/main.m -------------------------------------------------------------------------------- /038_Time series forecasting based on least squares support vector machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/038_Time series forecasting based on least squares support vector machine/数据集.xlsx -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/NewData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/NewData.m -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/libsvm 参数说明.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/libsvm 参数说明.txt -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/main.m -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/model.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/model.mat -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/ps_input.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/ps_input.mat -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/ps_output.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/save_vars/ps_output.mat -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/svmpredict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/svmpredict.mexw64 -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/svmtrain.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/svmtrain.mexw64 -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/待预测数据.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/待预测数据.xlsx -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/数据集.xlsx -------------------------------------------------------------------------------- /039_Data regression prediction based on support vector machine (libsvm) - predicting new data/预测结果.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/039_Data regression prediction based on support vector machine (libsvm) - predicting new data/预测结果.xlsx -------------------------------------------------------------------------------- /040_Time series forecasting based on long short-term memory networks - Predicting the future data (Recursive)/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/040_Time series forecasting based on long short-term memory networks - Predicting the future data (Recursive)/main.m -------------------------------------------------------------------------------- /040_Time series forecasting based on long short-term memory networks - Predicting the future data (Recursive)/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/040_Time series forecasting based on long short-term memory networks - Predicting the future data (Recursive)/数据集.xlsx -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/main.m -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/main_predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/main_predict.m -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/mexRF_predict.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/mexRF_predict.mexw64 -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/mexRF_train.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/mexRF_train.mexw64 -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/model.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/model.mat -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/ps_input.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/ps_input.mat -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/ps_output.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/ps_output.mat -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/regRF_predict.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/regRF_predict.m -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/regRF_train.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/regRF_train.m -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/数据集.xlsx -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/需要预测的数据.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/需要预测的数据.xlsx -------------------------------------------------------------------------------- /041_Data regression prediction based on random forest algorithm - predicting new data/预测结果.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/041_Data regression prediction based on random forest algorithm - predicting new data/预测结果.xlsx -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/main.m -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/xgboost.dll文件的下载地址.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/xgboost.dll文件的下载地址.txt -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/xgboost.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/xgboost.h -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/xgboost_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/xgboost_test.m -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/xgboost_train.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/xgboost_train.m -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/xgboost报错解决方案.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/xgboost报错解决方案.docx -------------------------------------------------------------------------------- /042_Data regression prediction based on XGBoost algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/042_Data regression prediction based on XGBoost algorithm/数据集.xlsx -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/main.m -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/xgboost.dll文件的下载地址.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/xgboost.dll文件的下载地址.txt -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/xgboost.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/xgboost.h -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/xgboost_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/xgboost_test.m -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/xgboost_train.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/xgboost_train.m -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/xgboost报错解决方案.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/xgboost报错解决方案.docx -------------------------------------------------------------------------------- /043_Data classification prediction based on XGBoost algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/043_Data classification prediction based on XGBoost algorithm/数据集.xlsx -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/main.m -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/xgboost.dll文件的下载地址.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/xgboost.dll文件的下载地址.txt -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/xgboost.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/xgboost.h -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/xgboost_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/xgboost_test.m -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/xgboost_train.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/xgboost_train.m -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/xgboost报错解决方案.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/xgboost报错解决方案.docx -------------------------------------------------------------------------------- /044_Time series forecasting based on XGBoost algorithm/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/044_Time series forecasting based on XGBoost algorithm/数据集.xlsx -------------------------------------------------------------------------------- /045_Multi-output data regression prediction based on convolutional neural networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/045_Multi-output data regression prediction based on convolutional neural networks/main.m -------------------------------------------------------------------------------- /045_Multi-output data regression prediction based on convolutional neural networks/main2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/045_Multi-output data regression prediction based on convolutional neural networks/main2.m -------------------------------------------------------------------------------- /045_Multi-output data regression prediction based on convolutional neural networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/045_Multi-output data regression prediction based on convolutional neural networks/数据集.xlsx -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000000.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000001.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000002.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000002.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000003.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/妙蛙种子/00000003.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000000.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000001.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000001.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000002.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000003.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/小火龙/00000003.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000000.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000001.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000001.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000002.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000003.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/杰尼龟/00000003.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000000.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000000.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000001.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000002.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000002.png -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000003.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/皮卡丘/00000003.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000000.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000000.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000001.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000001.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000002.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000003.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/images/超梦/00000003.jpg -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/main.m -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/mian_net.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/mian_net.m -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/mian_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/mian_test.m -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/报错解决方案.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/报错解决方案.docx -------------------------------------------------------------------------------- /046_Image classification algorithm based on convolutional neural network ResNet-Pokémon recognition case/数据集下载链接.txt: -------------------------------------------------------------------------------- 1 | 链接：https://pan.baidu.com/s/1h6KSM8Ld5qxzMoT4Kpyeuw?pwd=goc4 2 | 提取码：goc4 -------------------------------------------------------------------------------- /047_Multivariate time series forecasting based on BP neural network/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/047_Multivariate time series forecasting based on BP neural network/main.m -------------------------------------------------------------------------------- /047_Multivariate time series forecasting based on BP neural network/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/047_Multivariate time series forecasting based on BP neural network/数据集.xlsx -------------------------------------------------------------------------------- /048_Multivariate time series forecasting based on long short-term memory networks/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/048_Multivariate time series forecasting based on long short-term memory networks/main.m -------------------------------------------------------------------------------- /048_Multivariate time series forecasting based on long short-term memory networks/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/048_Multivariate time series forecasting based on long short-term memory networks/数据集.xlsx -------------------------------------------------------------------------------- /049_Data regression prediction based on gate recurrent unit/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/049_Data regression prediction based on gate recurrent unit/main.m -------------------------------------------------------------------------------- /049_Data regression prediction based on gate recurrent unit/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/049_Data regression prediction based on gate recurrent unit/数据集.xlsx -------------------------------------------------------------------------------- /050_Data classification prediction based on gate recurrent unit/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/050_Data classification prediction based on gate recurrent unit/main.m -------------------------------------------------------------------------------- /050_Data classification prediction based on gate recurrent unit/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/050_Data classification prediction based on gate recurrent unit/数据集.xlsx -------------------------------------------------------------------------------- /051_Time series forecasting based on gated recurrent unit/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/051_Time series forecasting based on gated recurrent unit/main.m -------------------------------------------------------------------------------- /051_Time series forecasting based on gated recurrent unit/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/051_Time series forecasting based on gated recurrent unit/数据集.xlsx -------------------------------------------------------------------------------- /052_Data regression prediction based on kernel extreme learning machine/elm_kernel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/052_Data regression prediction based on kernel extreme learning machine/elm_kernel.m -------------------------------------------------------------------------------- /052_Data regression prediction based on kernel extreme learning machine/kernel_matrix.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/052_Data regression prediction based on kernel extreme learning machine/kernel_matrix.m -------------------------------------------------------------------------------- /052_Data regression prediction based on kernel extreme learning machine/main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/052_Data regression prediction based on kernel extreme learning machine/main.m -------------------------------------------------------------------------------- /052_Data regression prediction based on kernel extreme learning machine/数据集.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/052_Data regression prediction based on kernel extreme learning machine/数据集.xlsx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Time9Y/Matlab-Machine/HEAD/README.md --------------------------------------------------------------------------------