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Datasets:
AutonLab
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Timeseries-PILE

Tasks:
Time Series Forecasting
ArXiv:
Tags:
time-series
forecasting
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Dataset card Files Community
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  1. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_89_data.out +1421 -0
  2. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_8_data.out +1421 -0
  3. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_90_data.out +1421 -0
  4. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_91_data.out +1421 -0
  5. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_92_data.out +1421 -0
  6. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_93_data.out +1421 -0
  7. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_94_data.out +1421 -0
  8. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_95_data.out +1421 -0
  9. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_96_data.out +1421 -0
  10. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_97_data.out +1421 -0
  11. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_98_data.out +1421 -0
  12. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_99_data.out +1421 -0
  13. anomaly_detection/TSB-UAD-Public/YAHOO/Yahoo_A2synthetic_9_data.out +1421 -0
  14. classification/.DS_Store +0 -0
  15. classification/UCR/ACSF1/ACSF1_TEST.ts +0 -0
  16. classification/UCR/ACSF1/ACSF1_TRAIN.ts +0 -0
  17. classification/UCR/Adiac/Adiac_TEST.ts +0 -0
  18. classification/UCR/Adiac/Adiac_TRAIN.ts +0 -0
  19. classification/UCR/AllGestureWiimoteX/AllGestureWiimoteX_TEST.ts +0 -0
  20. classification/UCR/AllGestureWiimoteX/AllGestureWiimoteX_TRAIN.ts +0 -0
  21. classification/UCR/AllGestureWiimoteY/AllGestureWiimoteY_TEST.ts +0 -0
  22. classification/UCR/AllGestureWiimoteY/AllGestureWiimoteY_TRAIN.ts +0 -0
  23. classification/UCR/AllGestureWiimoteZ/AllGestureWiimoteZ_TEST.ts +0 -0
  24. classification/UCR/AllGestureWiimoteZ/AllGestureWiimoteZ_TRAIN.ts +0 -0
  25. classification/UCR/ArrowHead/ArrowHead_TEST.ts +0 -0
  26. classification/UCR/ArrowHead/ArrowHead_TRAIN.ts +0 -0
  27. classification/UCR/ArticularyWordRecognition/ArticularyWordRecognition_TEST.ts +0 -0
  28. classification/UCR/ArticularyWordRecognition/ArticularyWordRecognition_TRAIN.ts +0 -0
  29. classification/UCR/AtrialFibrillation/AtrialFibrillation_TEST.ts +0 -0
  30. classification/UCR/AtrialFibrillation/AtrialFibrillation_TRAIN.ts +0 -0
  31. classification/UCR/BME/BME_TEST.ts +0 -0
  32. classification/UCR/BME/BME_TRAIN.ts +59 -0
  33. classification/UCR/BasicMotions/BasicMotions_TEST.ts +0 -0
  34. classification/UCR/BasicMotions/BasicMotions_TRAIN.ts +0 -0
  35. classification/UCR/Beef/Beef_TEST.ts +0 -0
  36. classification/UCR/Beef/Beef_TRAIN.ts +0 -0
  37. classification/UCR/BeetleFly/BeetleFly_TEST.ts +0 -0
  38. classification/UCR/BeetleFly/BeetleFly_TRAIN.ts +0 -0
  39. classification/UCR/BirdChicken/BirdChicken_TEST.ts +0 -0
  40. classification/UCR/BirdChicken/BirdChicken_TRAIN.ts +0 -0
  41. classification/UCR/CBF/CBF_TEST.ts +0 -0
  42. classification/UCR/CBF/CBF_TRAIN.ts +50 -0
  43. classification/UCR/Car/Car_TEST.ts +0 -0
  44. classification/UCR/Car/Car_TRAIN.ts +0 -0
  45. classification/UCR/CharacterTrajectories/CharacterTrajectories_TEST.ts +0 -0
  46. classification/UCR/CharacterTrajectories/CharacterTrajectories_TRAIN.ts +0 -0
  47. classification/UCR/Chinatown/Chinatown_TEST.ts +381 -0
  48. classification/UCR/Chinatown/Chinatown_TRAIN.ts +58 -0
  49. classification/UCR/ChlorineConcentration/ChlorineConcentration_TEST.ts +0 -0
  50. classification/UCR/ChlorineConcentration/ChlorineConcentration_TRAIN.ts +0 -0
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classification/UCR/ACSF1/ACSF1_TEST.ts ADDED
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classification/UCR/ACSF1/ACSF1_TRAIN.ts ADDED
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classification/UCR/ArrowHead/ArrowHead_TEST.ts ADDED
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classification/UCR/ArticularyWordRecognition/ArticularyWordRecognition_TEST.ts ADDED
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classification/UCR/AtrialFibrillation/AtrialFibrillation_TEST.ts ADDED
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classification/UCR/AtrialFibrillation/AtrialFibrillation_TRAIN.ts ADDED
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classification/UCR/BME/BME_TEST.ts ADDED
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1
+ ## BME dataset
2
+ #
3
+ #BME is a synthetic data set with three classes: one class is characterized by a small positive bell arising at the initial period (Begin), one does not have any bell (Middle), one has a positive bell arising at the final period (End).
4
+ #
5
+ #All series are constituted by a central plate. The central plates may be positive or negative. The discriminant is the presence or absence of a positive peak, or at the beginning of series or at the end.
6
+ #
7
+ #- Class 1: Begin
8
+ #- Class 2: Middle
9
+ #- Class 3: End
10
+ #
11
+ #Train size: 30
12
+ #
13
+ #Test size: 150
14
+ #
15
+ #Missing value: No
16
+ #
17
+ #Number of classses: 3
18
+ #
19
+ #Time series length: 128
20
+ #
21
+ #Data source: Université Joseph Fourier (Grenoble I), Laboratoire d’informatique de Grenoble(LIG), Equipe AMA
22
+ @problemName BME
23
+ @timeStamps false
24
+ @missing false
25
+ @univariate true
26
+ @equalLength true
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+ @seriesLength 128
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+ @classLabel true 1 2 3
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+ @data
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classification/UCR/BasicMotions/BasicMotions_TEST.ts ADDED
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classification/UCR/BasicMotions/BasicMotions_TRAIN.ts ADDED
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classification/UCR/Beef/Beef_TEST.ts ADDED
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classification/UCR/Beef/Beef_TRAIN.ts ADDED
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classification/UCR/BeetleFly/BeetleFly_TEST.ts ADDED
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classification/UCR/BeetleFly/BeetleFly_TRAIN.ts ADDED
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classification/UCR/BirdChicken/BirdChicken_TEST.ts ADDED
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classification/UCR/BirdChicken/BirdChicken_TRAIN.ts ADDED
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classification/UCR/CBF/CBF_TEST.ts ADDED
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classification/UCR/CBF/CBF_TRAIN.ts ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #Problems:
2
+ #
3
+ #Cylinder-Bell-Funnel simulated data. It was described in one of
4
+ #Eamonns papers I think. SAX maybe?
5
+ #
6
+ #Introduced in Saito 1994
7
+ #
8
+ #CBF data set (Cylinder, Bell and Funnel) Naoki Saito. Local Feature
9
+ #Extraction and Its Applications Using a Library of Bases. PhD
10
+ #thesis, Department of Mathematics, Yale University, 1994.
11
+ #
12
+ #https://books.google.co.uk/books?id=tK7UCgAAQBAJ&pg=PA159&lpg=PA159&dq=Cylinder+bell+funnel+data+set&source=bl&ots=xrZ8sjldml&sig=bp2XgT90IQcsKR8S2bmpxvHCipk&hl=en&sa=X&ved=0ahUKEwiH4p73x7nMAhXrDsAKHXV0BKUQ6AEITzAM#v=onepage&q=Cylinder%20bell%20funnel%20data%20set&f=false
13
+ @problemName CBF
14
+ @timeStamps false
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+ @missing false
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+ @univariate true
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+ @equalLength true
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+ @seriesLength 128
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+ @classLabel true 1 2 3
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+ @data
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classification/UCR/Car/Car_TEST.ts ADDED
The diff for this file is too large to render. See raw diff
 
classification/UCR/Car/Car_TRAIN.ts ADDED
The diff for this file is too large to render. See raw diff
 
classification/UCR/CharacterTrajectories/CharacterTrajectories_TEST.ts ADDED
The diff for this file is too large to render. See raw diff
 
classification/UCR/CharacterTrajectories/CharacterTrajectories_TRAIN.ts ADDED
The diff for this file is too large to render. See raw diff
 
classification/UCR/Chinatown/Chinatown_TEST.ts ADDED
@@ -0,0 +1,381 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ## PedestrianCountingSystem dataset
2
+ #
3
+ #The City of Melbourne, Australia has developed an automated pedestrian counting system to better understand pedestrian activity within the municipality, such as how people use different city locations at different time of the day. The data analysis can facility decision making and urban planning for the future.
4
+ #
5
+ #We extract data of 10 locations for the whole year 2017. We make two datasets from these data.
6
+ #
7
+ ### MelbournePedestrian (not this file) and Chinatown
8
+ #
9
+ #Data are pedestrian count in Chinatown-Swanston St (North for 12
10
+ #months of the year 2017. Classes are based on whether data are from
11
+ #a normal day or a weekend day.
12
+ #
13
+ #- Class 1: Weekend
14
+ #- Class 2: Weekday
15
+ #
16
+ #Train size: 20
17
+ #
18
+ #Test size: 343
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+ #
20
+ #Missing value: No
21
+ #
22
+ #Number of classses: 2
23
+ #
24
+ #Time series length: 24
25
+ #
26
+ #There is nothing to infer from the order of examples in the train and test set.
27
+ #
28
+ #Data source: City of Melbourne (see [1]). Data edited by Hoang Anh Dau.
29
+ #
30
+ #[1] http://www.pedestrian.melbourne.vic.gov.au/#date=11-06-2018&time=4
31
+ @problemName Chinatown
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+ @timeStamps false
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+ @missing false
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+ @univariate true
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+ @equalLength true
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+ @seriesLength 24
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+ @classLabel true 1 2
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+ @data
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classification/UCR/Chinatown/Chinatown_TRAIN.ts ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ## PedestrianCountingSystem dataset
2
+ #
3
+ #The City of Melbourne, Australia has developed an automated pedestrian counting system to better understand pedestrian activity within the municipality, such as how people use different city locations at different time of the day. The data analysis can facility decision making and urban planning for the future.
4
+ #
5
+ #We extract data of 10 locations for the whole year 2017. We make two datasets from these data.
6
+ #
7
+ ### MelbournePedestrian (not this file) and Chinatown
8
+ #
9
+ #Data are pedestrian count in Chinatown-Swanston St (North for 12
10
+ #months of the year 2017. Classes are based on whether data are from
11
+ #a normal day or a weekend day.
12
+ #
13
+ #- Class 1: Weekend
14
+ #- Class 2: Weekday
15
+ #
16
+ #Train size: 20
17
+ #
18
+ #Test size: 343
19
+ #
20
+ #Missing value: No
21
+ #
22
+ #Number of classses: 2
23
+ #
24
+ #Time series length: 24
25
+ #
26
+ #There is nothing to infer from the order of examples in the train and test set.
27
+ #
28
+ #Data source: City of Melbourne (see [1]). Data edited by Hoang Anh Dau.
29
+ #
30
+ #[1] http://www.pedestrian.melbourne.vic.gov.au/#date=11-06-2018&time=4
31
+ @problemName Chinatown
32
+ @timeStamps false
33
+ @missing false
34
+ @univariate true
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+ @equalLength true
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+ @seriesLength 24
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+ @classLabel true 1 2
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+ @data
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classification/UCR/ChlorineConcentration/ChlorineConcentration_TEST.ts ADDED
The diff for this file is too large to render. See raw diff
 
classification/UCR/ChlorineConcentration/ChlorineConcentration_TRAIN.ts ADDED
The diff for this file is too large to render. See raw diff