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.

86.csv 4.9 kB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697
  1. 7.600000000000000000e+01,2.000000000000000000e+01
  2. 1.120000000000000000e+02,-1.200000000000000000e+01
  3. 2.160000000000000000e+02,-1.400000000000000000e+02
  4. 3.430000000000000000e+02,-1.880000000000000000e+02
  5. 2.150000000000000000e+02,-6.100000000000000000e+01
  6. 1.500000000000000000e+02,3.600000000000000000e+01
  7. 2.200000000000000000e+01,7.800000000000000000e+01
  8. 8.000000000000000000e+00,1.440000000000000000e+02
  9. 9.600000000000000000e+01,1.940000000000000000e+02
  10. 1.300000000000000000e+02,2.800000000000000000e+02
  11. 8.400000000000000000e+01,3.460000000000000000e+02
  12. 1.000000000000000000e+02,2.780000000000000000e+02
  13. 1.000000000000000000e+02,1.500000000000000000e+02
  14. 1.400000000000000000e+01,2.200000000000000000e+01
  15. -3.600000000000000000e+01,1.200000000000000000e+01
  16. -4.200000000000000000e+01,-2.000000000000000000e+00
  17. -4.800000000000000000e+01,0.000000000000000000e+00
  18. -5.600000000000000000e+01,-6.000000000000000000e+00
  19. -6.600000000000000000e+01,-6.000000000000000000e+00
  20. -7.000000000000000000e+01,-1.000000000000000000e+01
  21. -7.800000000000000000e+01,-1.200000000000000000e+01
  22. -6.400000000000000000e+01,-1.200000000000000000e+01
  23. -9.800000000000000000e+01,-1.800000000000000000e+01
  24. -1.000000000000000000e+02,-1.600000000000000000e+01
  25. -9.800000000000000000e+01,-2.800000000000000000e+01
  26. -1.020000000000000000e+02,-1.600000000000000000e+01
  27. -1.260000000000000000e+02,-3.400000000000000000e+01
  28. -1.380000000000000000e+02,-3.800000000000000000e+01
  29. -1.480000000000000000e+02,-4.000000000000000000e+01
  30. -1.440000000000000000e+02,-4.400000000000000000e+01
  31. -1.640000000000000000e+02,-5.000000000000000000e+01
  32. -1.560000000000000000e+02,-5.800000000000000000e+01
  33. -1.580000000000000000e+02,-6.000000000000000000e+01
  34. -1.400000000000000000e+02,-7.000000000000000000e+01
  35. -1.380000000000000000e+02,-7.800000000000000000e+01
  36. -1.160000000000000000e+02,-7.800000000000000000e+01
  37. -9.600000000000000000e+01,-7.800000000000000000e+01
  38. -7.000000000000000000e+01,-7.600000000000000000e+01
  39. -5.000000000000000000e+01,-6.600000000000000000e+01
  40. -3.600000000000000000e+01,-6.600000000000000000e+01
  41. 1.000000000000000000e+01,-4.400000000000000000e+01
  42. 1.800000000000000000e+01,-4.400000000000000000e+01
  43. 2.600000000000000000e+01,-2.600000000000000000e+01
  44. 4.800000000000000000e+01,-1.600000000000000000e+01
  45. 5.600000000000000000e+01,-1.200000000000000000e+01
  46. 6.600000000000000000e+01,-6.000000000000000000e+00
  47. 6.000000000000000000e+01,1.200000000000000000e+01
  48. 8.200000000000000000e+01,1.600000000000000000e+01
  49. 7.600000000000000000e+01,1.800000000000000000e+01
  50. 6.000000000000000000e+01,2.800000000000000000e+01
  51. 5.000000000000000000e+01,2.200000000000000000e+01
  52. 5.600000000000000000e+01,2.400000000000000000e+01
  53. 6.600000000000000000e+01,2.800000000000000000e+01
  54. 5.000000000000000000e+01,2.400000000000000000e+01
  55. 3.600000000000000000e+01,2.200000000000000000e+01
  56. 4.600000000000000000e+01,3.000000000000000000e+01
  57. 5.600000000000000000e+01,2.400000000000000000e+01
  58. 5.400000000000000000e+01,2.600000000000000000e+01
  59. 2.800000000000000000e+01,2.400000000000000000e+01
  60. 4.800000000000000000e+01,2.600000000000000000e+01
  61. 4.400000000000000000e+01,1.600000000000000000e+01
  62. 3.600000000000000000e+01,2.200000000000000000e+01
  63. 3.600000000000000000e+01,2.200000000000000000e+01
  64. 3.000000000000000000e+01,1.800000000000000000e+01
  65. 3.400000000000000000e+01,2.400000000000000000e+01
  66. 2.800000000000000000e+01,1.600000000000000000e+01
  67. 3.200000000000000000e+01,1.800000000000000000e+01
  68. 8.000000000000000000e+00,1.000000000000000000e+01
  69. 1.200000000000000000e+01,2.200000000000000000e+01
  70. 1.600000000000000000e+01,1.600000000000000000e+01
  71. 4.000000000000000000e+00,2.200000000000000000e+01
  72. 4.000000000000000000e+00,1.000000000000000000e+01
  73. -6.000000000000000000e+00,2.800000000000000000e+01
  74. 2.400000000000000000e+01,2.600000000000000000e+01
  75. 3.200000000000000000e+01,4.000000000000000000e+01
  76. 3.400000000000000000e+01,3.800000000000000000e+01
  77. 4.600000000000000000e+01,4.800000000000000000e+01
  78. 2.800000000000000000e+01,2.800000000000000000e+01
  79. 2.000000000000000000e+01,4.000000000000000000e+00
  80. 0.000000000000000000e+00,4.000000000000000000e+00
  81. -1.400000000000000000e+01,2.000000000000000000e+00
  82. -1.400000000000000000e+01,8.000000000000000000e+00
  83. -3.800000000000000000e+01,0.000000000000000000e+00
  84. -3.000000000000000000e+01,-2.000000000000000000e+00
  85. -3.200000000000000000e+01,-1.200000000000000000e+01
  86. -4.800000000000000000e+01,1.800000000000000000e+01
  87. -3.400000000000000000e+01,4.000000000000000000e+00
  88. -3.000000000000000000e+01,1.000000000000000000e+01
  89. -5.200000000000000000e+01,1.200000000000000000e+01
  90. -3.000000000000000000e+01,8.000000000000000000e+00
  91. -4.600000000000000000e+01,8.000000000000000000e+00
  92. -4.200000000000000000e+01,1.000000000000000000e+01
  93. -3.800000000000000000e+01,2.000000000000000000e+00
  94. -4.600000000000000000e+01,1.000000000000000000e+01
  95. -4.200000000000000000e+01,1.200000000000000000e+01
  96. -3.600000000000000000e+01,1.600000000000000000e+01
  97. -3.200000000000000000e+01,5.800000000000000000e+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