You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.

107.csv 3.0 kB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859
  1. -8.400000000000000000e+01,-4.060000000000000000e+02
  2. -1.280000000000000000e+02,-4.380000000000000000e+02
  3. -1.200000000000000000e+02,-3.720000000000000000e+02
  4. -7.200000000000000000e+01,-2.450000000000000000e+02
  5. -1.280000000000000000e+02,-1.180000000000000000e+02
  6. -9.600000000000000000e+01,-3.000000000000000000e+01
  7. -6.200000000000000000e+01,2.000000000000000000e+00
  8. -6.400000000000000000e+01,2.000000000000000000e+00
  9. 2.000000000000000000e+00,1.800000000000000000e+01
  10. 4.000000000000000000e+00,1.600000000000000000e+01
  11. -4.400000000000000000e+01,1.600000000000000000e+01
  12. 3.800000000000000000e+01,1.800000000000000000e+01
  13. -4.200000000000000000e+01,3.600000000000000000e+01
  14. 2.000000000000000000e+01,3.200000000000000000e+01
  15. -1.600000000000000000e+01,3.000000000000000000e+01
  16. -6.000000000000000000e+00,4.800000000000000000e+01
  17. -2.200000000000000000e+01,5.200000000000000000e+01
  18. -2.000000000000000000e+00,5.400000000000000000e+01
  19. 2.000000000000000000e+00,7.600000000000000000e+01
  20. -3.000000000000000000e+01,7.000000000000000000e+01
  21. -1.400000000000000000e+01,9.200000000000000000e+01
  22. 4.000000000000000000e+01,8.600000000000000000e+01
  23. 2.200000000000000000e+01,9.000000000000000000e+01
  24. 4.800000000000000000e+01,8.800000000000000000e+01
  25. 3.400000000000000000e+01,9.000000000000000000e+01
  26. 8.000000000000000000e+01,7.600000000000000000e+01
  27. 7.000000000000000000e+01,7.000000000000000000e+01
  28. 1.220000000000000000e+02,7.200000000000000000e+01
  29. 1.180000000000000000e+02,4.400000000000000000e+01
  30. 8.600000000000000000e+01,3.800000000000000000e+01
  31. 1.560000000000000000e+02,2.800000000000000000e+01
  32. 1.400000000000000000e+02,1.400000000000000000e+01
  33. 1.280000000000000000e+02,6.000000000000000000e+00
  34. 1.400000000000000000e+02,0.000000000000000000e+00
  35. 1.380000000000000000e+02,1.000000000000000000e+01
  36. 1.600000000000000000e+02,4.000000000000000000e+00
  37. 1.340000000000000000e+02,-4.000000000000000000e+00
  38. 1.520000000000000000e+02,6.000000000000000000e+00
  39. 1.500000000000000000e+02,2.000000000000000000e+00
  40. 1.580000000000000000e+02,0.000000000000000000e+00
  41. 1.300000000000000000e+02,-2.000000000000000000e+00
  42. 1.480000000000000000e+02,4.000000000000000000e+00
  43. 1.280000000000000000e+02,2.400000000000000000e+01
  44. 1.480000000000000000e+02,1.800000000000000000e+01
  45. 1.740000000000000000e+02,1.800000000000000000e+01
  46. 1.380000000000000000e+02,3.000000000000000000e+01
  47. 1.320000000000000000e+02,3.800000000000000000e+01
  48. 1.380000000000000000e+02,3.000000000000000000e+01
  49. 1.200000000000000000e+02,1.400000000000000000e+01
  50. 1.600000000000000000e+02,6.000000000000000000e+00
  51. 1.380000000000000000e+02,-1.400000000000000000e+01
  52. 1.240000000000000000e+02,-1.800000000000000000e+01
  53. 6.800000000000000000e+01,-2.600000000000000000e+01
  54. 8.800000000000000000e+01,-2.800000000000000000e+01
  55. 7.800000000000000000e+01,-4.000000000000000000e+00
  56. 9.000000000000000000e+01,-2.200000000000000000e+01
  57. 5.800000000000000000e+01,-1.800000000000000000e+01
  58. 8.600000000000000000e+01,-1.600000000000000000e+01
  59. 9.400000000000000000e+01,0.000000000000000000e+00

全栈的自动化机器学习系统,主要针对多变量时间序列数据的异常检测。TODS提供了详尽的用于构建基于机器学习的异常检测系统的模块,它们包括:数据处理(data processing),时间序列处理( time series processing),特征分析(feature analysis),检测算法(detection algorithms),和强化模块( reinforcement module)。这些模块所提供的功能包括常见的数据预处理、时间序列数据的平滑或变换,从时域或频域中抽取特征、多种多样的检测算