cbm_codes_open:该存储库包含实现机器状况监视任务的通用机器学习算法的数据和代码
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2021-05-19
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cbm_codes_open:该存储库包含实现机器状况监视任务的通用机器学习算法的数据和代码 （104个子文件） 
feature_matrix_time_1024_ball.csv 536KB feature_matrix_time_1024_inner.csv 531KB feature_matrix_time_1024_outer_6.csv 465KB feature_time_48k_2048_load_1.csv 386KB feature_matrix_time_48k_2048_load_1.csv 335KB feature_matrix_energy8_1024_ball.csv 264KB feature_matrix_energy8_1024_inner.csv 260KB feature_matrix_ent8_1024_shan_ball.csv 249KB feature_matrix_ent8_1024_shan_inner.csv 247KB feature_time_12k_1024_load_1.csv 231KB feature_matrix_energy8_1024_outer_6.csv 226KB feature_matrix_ent8_1024_shan_outer_6.csv 215KB feature_wav_energy8_48k_2048_load_1.csv 178KB feature_wav_ent8_shan_48k_2048_load_1.csv 169KB feature_matrix_wav_energy8_48k_2048_load_1.csv 155KB feature_wav_energy8_12k_1024_load_1.csv 98KB feature_wav_ent8_shan_12k_1024_load_1.csv 94KB CWRU_CNN_continuous_wavelet_transform.h5 1.67MB CWRU_CNN_raw_time_domain_data.h5 1.2MB CWRU_LeNet_raw_time_domain_data.h5 770KB CWRU_LeNet_continuous_wavelet_transform.h5 770KB
default.html 3KB PCA_Abdi_in_python.ipynb 454KB Dimensionality_Reduction.ipynb 421KB svm_12k_cwru_python.ipynb 266KB decision_tree_12k_python.ipynb 146KB LDA_12k_python.ipynb 143KB multiclass_logistic_regression_12k_python.ipynb 142KB QDA_12k_python.ipynb 141KB kNN_12k_python.ipynb 136KB boosting_12k_python.ipynb 133KB random_forest_12k_python.ipynb 133KB bagging_12k_python.ipynb 132KB Wavelet_packet_entropy_features_python.ipynb 101KB Wavelet_packet_energy_features_python.ipynb 99KB SVM_multiclass_time_cwru_python.ipynb 94KB SVM_wavelet_energy_multiclass_cwru_python.ipynb 93KB SVM_wavelet_entropy_multiclass_cwru_python.ipynb 92KB CW_wavelet_energy8_1024_ball_simple_nn.ipynb 92KB multiclass_logistic_regression_python.ipynb 91KB CW_wavelet_ent8_shan_1024_ball_simple_nn.ipynb 89KB CW_time_ball_1024_simple_nn.ipynb 89KB LDA_48k_python.ipynb 88KB decision_tree_48k_python.ipynb 87KB kNN_48k_python.ipynb 86KB QDA_48k_python.ipynb 85KB CW_time_inner_1024_simple_nn.ipynb 80KB CW_time_outer_1024_simple_nn.ipynb 79KB CW_wavelet_energy8_1024_simple_nn_modify.ipynb 79KB bagging_48k_python.ipynb 78KB CW_wavelet_ent8_shan_1024_outer_simple_nn.ipynb 78KB CW_all_combined_energy8_simple_nn.ipynb 76KB CW_wavelet_energy8_1024_outer_simple_nn.ipynb 76KB CW_wavelet_energy8_1024_inner_simple_nn.ipynb 74KB CW_all_combined_time_simple_nn.ipynb 74KB CW_all_combined_ent8_shan.ipynb 73KB random_forest_48k_python.ipynb 70KB boosting_48k_python.ipynb 67KB Reading_multiple_files_in_Tensorflow_2.ipynb 50KB Deep_learning_based_fault_diagnosis_using_CNN_on_continuous_wavelet_transform_of_time_data.ipynb 39KB CWRU_CNN_Wavelet_Git_Final.ipynb 38KB Deep_learning_based_fault_diagnosis_using_CNN_on_raw_time_domain_data.ipynb 38KB Deep_Learning_CWRU_Blog.ipynb 37KB CW_wavelet_ent8_shan_1024_inner_simple_nn.ipynb 36KB Using_saved_models_tensorflow.ipynb 30KB CWRU_time_domain_data_preprocessing.ipynb 17KB Calculating_time_domain_features_CWRU.ipynb 13KB calculate_wavelet_packet_entropy_features.ipynb 7KB calculate_wavelet_packet_energy_features.ipynb 7KB CWRU_CNN_Wavelet_image_data_preparation_Git_Final.ipynb 3KB index.md 19KB README.md 1KB CWRU_48k_load_1_CNN_wavelet_morlet_data.npz 36.08MB CWRU_48k_load_1_CNN_data.npz 36.08MB
transient_vibration_and_SRS_plots.pdf 4.17MB hilbert_inst_freq_modulation.pdf 1.21MB dimensionality_reduction_projection.pdf 727KB multiclass_logistic_regression_12k.pdf 373KB svm_12k_cwru.pdf 363KB multiclass_logistic_regression.pdf 323KB svm_12k_cwru_without_normal.pdf 316KB SVM_wavelet_entropy_multiclass_cwru.pdf 314KB QDA_12k.pdf 305KB LDA_12k.pdf 305KB SVM_wavelet_energy_multiclass_cwru.pdf 291KB SVM_multiclass_time.pdf 277KB random_forest_12k.pdf 269KB kNN_12k.pdf 265KB decision_tree_12k.pdf 263KB boosting_12k.pdf 262KB bagging_12k.pdf 261KB LDA_48k.pdf 257KB QDA_48k.pdf 256KB random_forest_48k.pdf 243KB decision_tree_48k.pdf 242KB kNN_48k.pdf 238KB boosting_48k.pdf 236KB bagging_48k.pdf 234KB matlab_intro.pdf 129KB implementation_paper_soft_clustering_Ferraro.pdf 285KB共 104 条
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