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.

140.csv 3.8 kB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374
  1. 5.000000000000000000e+01,2.400000000000000000e+01
  2. 1.340000000000000000e+02,-8.000000000000000000e+00
  3. 2.340000000000000000e+02,-1.100000000000000000e+02
  4. 3.240000000000000000e+02,-8.600000000000000000e+01
  5. 2.140000000000000000e+02,4.100000000000000000e+01
  6. 8.600000000000000000e+01,3.600000000000000000e+01
  7. -4.200000000000000000e+01,1.060000000000000000e+02
  8. -2.400000000000000000e+01,1.780000000000000000e+02
  9. 3.000000000000000000e+01,2.460000000000000000e+02
  10. -2.000000000000000000e+00,3.440000000000000000e+02
  11. 1.600000000000000000e+01,3.160000000000000000e+02
  12. 1.800000000000000000e+01,1.880000000000000000e+02
  13. -1.200000000000000000e+01,6.000000000000000000e+01
  14. -8.400000000000000000e+01,-8.000000000000000000e+00
  15. -7.400000000000000000e+01,-2.000000000000000000e+01
  16. -1.020000000000000000e+02,-1.400000000000000000e+01
  17. -9.000000000000000000e+01,-8.000000000000000000e+00
  18. -9.000000000000000000e+01,-2.200000000000000000e+01
  19. -1.140000000000000000e+02,-1.800000000000000000e+01
  20. -1.220000000000000000e+02,-2.800000000000000000e+01
  21. -1.320000000000000000e+02,-2.600000000000000000e+01
  22. -1.820000000000000000e+02,-4.000000000000000000e+01
  23. -2.020000000000000000e+02,-4.200000000000000000e+01
  24. -2.280000000000000000e+02,-4.400000000000000000e+01
  25. -2.620000000000000000e+02,-6.200000000000000000e+01
  26. -2.800000000000000000e+02,-9.200000000000000000e+01
  27. -3.440000000000000000e+02,-8.200000000000000000e+01
  28. -3.080000000000000000e+02,-1.000000000000000000e+02
  29. -3.180000000000000000e+02,-1.060000000000000000e+02
  30. -2.840000000000000000e+02,-1.120000000000000000e+02
  31. -2.620000000000000000e+02,-1.120000000000000000e+02
  32. -2.100000000000000000e+02,-1.260000000000000000e+02
  33. -1.800000000000000000e+02,-1.020000000000000000e+02
  34. -8.800000000000000000e+01,-1.020000000000000000e+02
  35. -6.000000000000000000e+01,-8.600000000000000000e+01
  36. -1.600000000000000000e+01,-6.000000000000000000e+01
  37. 2.600000000000000000e+01,-6.200000000000000000e+01
  38. 2.800000000000000000e+01,-3.600000000000000000e+01
  39. 7.600000000000000000e+01,-2.000000000000000000e+01
  40. 8.200000000000000000e+01,-2.200000000000000000e+01
  41. 7.000000000000000000e+01,-2.000000000000000000e+00
  42. 9.600000000000000000e+01,4.000000000000000000e+00
  43. 8.600000000000000000e+01,1.400000000000000000e+01
  44. 9.600000000000000000e+01,1.200000000000000000e+01
  45. 7.400000000000000000e+01,1.400000000000000000e+01
  46. 5.600000000000000000e+01,1.400000000000000000e+01
  47. 6.000000000000000000e+01,1.800000000000000000e+01
  48. 6.000000000000000000e+01,3.000000000000000000e+01
  49. 4.800000000000000000e+01,2.200000000000000000e+01
  50. 4.200000000000000000e+01,2.000000000000000000e+01
  51. 3.800000000000000000e+01,3.200000000000000000e+01
  52. 5.200000000000000000e+01,3.200000000000000000e+01
  53. 5.200000000000000000e+01,3.200000000000000000e+01
  54. 5.400000000000000000e+01,5.600000000000000000e+01
  55. 7.000000000000000000e+01,6.200000000000000000e+01
  56. 6.800000000000000000e+01,8.800000000000000000e+01
  57. 9.000000000000000000e+01,9.000000000000000000e+01
  58. 1.320000000000000000e+02,8.000000000000000000e+01
  59. 1.500000000000000000e+02,5.400000000000000000e+01
  60. 1.100000000000000000e+02,3.400000000000000000e+01
  61. 1.060000000000000000e+02,2.600000000000000000e+01
  62. 9.800000000000000000e+01,2.600000000000000000e+01
  63. 2.400000000000000000e+01,2.400000000000000000e+01
  64. 3.600000000000000000e+01,1.000000000000000000e+01
  65. 8.000000000000000000e+00,2.000000000000000000e+01
  66. 3.200000000000000000e+01,2.200000000000000000e+01
  67. 4.000000000000000000e+00,2.800000000000000000e+01
  68. -1.400000000000000000e+01,2.200000000000000000e+01
  69. -3.000000000000000000e+01,3.400000000000000000e+01
  70. -4.800000000000000000e+01,3.600000000000000000e+01
  71. 1.400000000000000000e+01,4.200000000000000000e+01
  72. -8.000000000000000000e+00,5.200000000000000000e+01
  73. 4.000000000000000000e+00,4.400000000000000000e+01
  74. 8.000000000000000000e+00,6.400000000000000000e+01

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