Initial upload of TSLib Benchmarking Datasets

ETT-small/ETTh1.csv

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ETT-small/ETTh2.csv

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ETT-small/ETTm1.csv

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ETT-small/ETTm2.csv

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EthanolConcentration/EthanolConcentration_TEST.ts

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EthanolConcentration/EthanolConcentration_TRAIN.ts

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FaceDetection/FaceDetection_TEST.ts

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FaceDetection/FaceDetection_TRAIN.ts

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Handwriting/Handwriting_TEST.ts

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Handwriting/Handwriting_TRAIN.ts

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Heartbeat/Heartbeat_TEST.ts

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Heartbeat/Heartbeat_TRAIN.ts

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JapaneseVowels/JapaneseVowels_TEST.ts

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JapaneseVowels/JapaneseVowels_TRAIN.ts

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MSL/MSL_test.npy

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MSL/MSL_test_label.npy

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MSL/MSL_train.npy

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PEMS-SF/PEMS-SF_TEST.ts

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PEMS-SF/PEMS-SF_TRAIN.ts

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PSM/test.csv

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PSM/test_label.csv

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PSM/train.csv

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SMAP/SMAP_test.npy

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SMAP/SMAP_test_label.npy

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SMAP/SMAP_train.npy

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SMD/SMD_test.npy

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SMD/SMD_test.pkl

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SMD/SMD_test_label.npy

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SMD/SMD_test_label.pkl

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SMD/SMD_train.npy

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SMD/SMD_train.pkl

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SWaT/SWaT_Dataset_Attack_v0.xlsx

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SWaT/SWaT_Dataset_Normal_v1.xlsx

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SWaT/data.py

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+import xlrd
+import csv
+
+'''def xlsx_to_csv():
+    workbook = xlrd.open_workbook('SWaT_Dataset_Normal_v1.xlsx')
+    table = workbook.sheet_by_index(0)
+    with open('swat_train.csv', 'w', encoding='utf-8') as f:
+        write = csv.writer(f)
+        for row_num in range(table.nrows):
+            row_value = table.row_values(row_num)
+            write.writerow(row_value)
+
+if __name__ == '__main__':
+    xlsx_to_csv()'''
+'''import pandas as pd
+import csv
+f = open('swat_train2.csv','w',encoding='utf-8')
+csv_writer = csv.writer(f)
+csv_writer.writerow(['FIT101' ,'LIT101' ,' MV101', 'P101' ,'P102', ' AIT201', 'AIT202',
+ 'AIT203' ,'FIT201' ,' MV201' ,' P201', ' P202', 'P203' ,' P204', 'P205', 'P206',
+ 'DPIT301' ,'FIT301', 'LIT301' ,'MV301' ,'MV302', ' MV303', 'MV304' ,'P301'
+, 'P302', 'AIT401', 'AIT402', 'FIT401', 'LIT401', 'P401', 'P402', 'P403', 'P404',
+ 'UV401' ,'AIT501', 'AIT502', 'AIT503', 'AIT504', 'FIT501', 'FIT502' ,'FIT503',
+ 'FIT504', 'P501', 'P502', 'PIT501', 'PIT502', 'PIT503', 'FIT601', 'P601', 'P602',
+ 'P603', 'Normal/Attack'])
+
+df = pd.read_csv('swat_train.csv')
+df = df.values
+for u in range(1,len(df)):
+    tem = df[u][1:]
+    tem2 = []
+    for i in range(len(tem)-1):
+        tem2.append(float(tem[i]))
+    if(tem[-1]=='Normal'):
+        tem2.append(0)
+    else:
+        tem2.append(1)
+    csv_writer.writerow(tem2)'''
+import pandas as pd
+df = pd.read_csv('swat_train2.csv')
+df = df.values
+print(df.shape)
+ano = 0
+for u in range(len(df)):
+    if(df[u][-1]==1):
+        ano = ano+1
+print(ano)
+print(ano/len(df))
+
+

SWaT/swat2.csv

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SWaT/swat_raw.csv

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SWaT/swat_train.csv

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SWaT/swat_train2.csv

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SelfRegulationSCP1/SelfRegulationSCP1_TEST.ts

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SelfRegulationSCP1/SelfRegulationSCP1_TRAIN.ts

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SelfRegulationSCP2/SelfRegulationSCP2_TEST.ts

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SelfRegulationSCP2/SelfRegulationSCP2_TRAIN.ts

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SpokenArabicDigits/SpokenArabicDigits_TEST.ts

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SpokenArabicDigits/SpokenArabicDigits_TRAIN.ts

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UWaveGestureLibrary/UWaveGestureLibrary_TEST.ts

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UWaveGestureLibrary/UWaveGestureLibrary_TRAIN.ts

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electricity/electricity.csv

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