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.

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394
  1. 2.400000000000000000e+01,-4.000000000000000000e+00
  2. 1.510000000000000000e+02,-1.320000000000000000e+02
  3. 2.640000000000000000e+02,-2.600000000000000000e+02
  4. 1.680000000000000000e+02,-1.330000000000000000e+02
  5. 1.820000000000000000e+02,-6.000000000000000000e+00
  6. 5.400000000000000000e+01,3.000000000000000000e+01
  7. -7.400000000000000000e+01,1.340000000000000000e+02
  8. 3.600000000000000000e+01,1.940000000000000000e+02
  9. 7.000000000000000000e+01,2.620000000000000000e+02
  10. 1.200000000000000000e+01,3.520000000000000000e+02
  11. 6.000000000000000000e+01,3.360000000000000000e+02
  12. 6.200000000000000000e+01,2.080000000000000000e+02
  13. -1.000000000000000000e+01,8.000000000000000000e+01
  14. -6.800000000000000000e+01,-2.000000000000000000e+00
  15. -4.200000000000000000e+01,-2.200000000000000000e+01
  16. -7.200000000000000000e+01,-1.400000000000000000e+01
  17. -5.400000000000000000e+01,-2.200000000000000000e+01
  18. -8.000000000000000000e+01,-2.400000000000000000e+01
  19. -7.800000000000000000e+01,-2.400000000000000000e+01
  20. -8.400000000000000000e+01,-3.000000000000000000e+01
  21. -7.800000000000000000e+01,-3.000000000000000000e+01
  22. -7.800000000000000000e+01,-3.200000000000000000e+01
  23. -9.200000000000000000e+01,-2.800000000000000000e+01
  24. -1.100000000000000000e+02,-4.000000000000000000e+01
  25. -1.180000000000000000e+02,-3.200000000000000000e+01
  26. -1.180000000000000000e+02,-4.000000000000000000e+01
  27. -1.160000000000000000e+02,-5.200000000000000000e+01
  28. -1.140000000000000000e+02,-4.600000000000000000e+01
  29. -1.260000000000000000e+02,-6.000000000000000000e+01
  30. -1.360000000000000000e+02,-6.800000000000000000e+01
  31. -1.180000000000000000e+02,-6.800000000000000000e+01
  32. -1.060000000000000000e+02,-8.000000000000000000e+01
  33. -1.100000000000000000e+02,-9.000000000000000000e+01
  34. -9.000000000000000000e+01,-9.400000000000000000e+01
  35. -7.000000000000000000e+01,-9.200000000000000000e+01
  36. -4.600000000000000000e+01,-1.100000000000000000e+02
  37. -3.000000000000000000e+01,-9.400000000000000000e+01
  38. 2.400000000000000000e+01,-9.800000000000000000e+01
  39. 2.400000000000000000e+01,-8.600000000000000000e+01
  40. 5.000000000000000000e+01,-7.600000000000000000e+01
  41. 7.200000000000000000e+01,-6.800000000000000000e+01
  42. 7.400000000000000000e+01,-6.000000000000000000e+01
  43. 9.200000000000000000e+01,-4.800000000000000000e+01
  44. 1.140000000000000000e+02,-3.400000000000000000e+01
  45. 1.200000000000000000e+02,-3.200000000000000000e+01
  46. 9.400000000000000000e+01,-1.000000000000000000e+01
  47. 1.240000000000000000e+02,-1.800000000000000000e+01
  48. 1.020000000000000000e+02,-8.000000000000000000e+00
  49. 1.060000000000000000e+02,-4.000000000000000000e+00
  50. 8.800000000000000000e+01,-2.000000000000000000e+00
  51. 9.600000000000000000e+01,-4.000000000000000000e+00
  52. 8.600000000000000000e+01,0.000000000000000000e+00
  53. 9.400000000000000000e+01,-4.000000000000000000e+00
  54. 9.000000000000000000e+01,4.000000000000000000e+00
  55. 9.000000000000000000e+01,6.000000000000000000e+00
  56. 9.400000000000000000e+01,0.000000000000000000e+00
  57. 9.200000000000000000e+01,8.000000000000000000e+00
  58. 9.200000000000000000e+01,-2.000000000000000000e+00
  59. 9.400000000000000000e+01,4.000000000000000000e+00
  60. 9.800000000000000000e+01,-4.000000000000000000e+00
  61. 9.000000000000000000e+01,4.000000000000000000e+00
  62. 9.400000000000000000e+01,-6.000000000000000000e+00
  63. 9.000000000000000000e+01,-6.000000000000000000e+00
  64. 9.200000000000000000e+01,-6.000000000000000000e+00
  65. 9.600000000000000000e+01,-6.000000000000000000e+00
  66. 9.000000000000000000e+01,-8.000000000000000000e+00
  67. 7.600000000000000000e+01,-2.000000000000000000e+00
  68. 7.800000000000000000e+01,-1.200000000000000000e+01
  69. 8.600000000000000000e+01,-1.200000000000000000e+01
  70. 7.200000000000000000e+01,-2.000000000000000000e+00
  71. 8.600000000000000000e+01,1.000000000000000000e+01
  72. 1.100000000000000000e+02,4.000000000000000000e+00
  73. 1.100000000000000000e+02,2.600000000000000000e+01
  74. 1.160000000000000000e+02,2.400000000000000000e+01
  75. 1.180000000000000000e+02,1.600000000000000000e+01
  76. 1.020000000000000000e+02,2.000000000000000000e+00
  77. 7.800000000000000000e+01,-6.000000000000000000e+00
  78. 9.600000000000000000e+01,-8.000000000000000000e+00
  79. 6.200000000000000000e+01,-1.200000000000000000e+01
  80. 6.000000000000000000e+01,-6.000000000000000000e+00
  81. 6.000000000000000000e+01,-2.000000000000000000e+01
  82. 5.800000000000000000e+01,-1.800000000000000000e+01
  83. 4.000000000000000000e+01,-8.000000000000000000e+00
  84. 5.200000000000000000e+01,-1.000000000000000000e+01
  85. 7.000000000000000000e+01,-2.000000000000000000e+00
  86. 3.800000000000000000e+01,-2.000000000000000000e+00
  87. 5.800000000000000000e+01,-2.000000000000000000e+00
  88. 5.600000000000000000e+01,-2.000000000000000000e+00
  89. 4.200000000000000000e+01,-4.000000000000000000e+00
  90. 5.000000000000000000e+01,-8.000000000000000000e+00
  91. 4.400000000000000000e+01,-2.000000000000000000e+00
  92. 6.000000000000000000e+01,2.000000000000000000e+00
  93. 3.600000000000000000e+01,-8.000000000000000000e+00
  94. 4.800000000000000000e+01,2.800000000000000000e+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