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.

136.csv 3.6 kB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071
  1. 4.800000000000000000e+01,2.200000000000000000e+01
  2. 1.750000000000000000e+02,-5.400000000000000000e+01
  3. 3.000000000000000000e+02,-1.360000000000000000e+02
  4. 2.720000000000000000e+02,-9.000000000000000000e+00
  5. 2.360000000000000000e+02,2.800000000000000000e+01
  6. 1.080000000000000000e+02,3.000000000000000000e+01
  7. -2.000000000000000000e+01,9.800000000000000000e+01
  8. -5.200000000000000000e+01,1.620000000000000000e+02
  9. -8.000000000000000000e+00,2.160000000000000000e+02
  10. -7.400000000000000000e+01,3.120000000000000000e+02
  11. -2.200000000000000000e+01,2.540000000000000000e+02
  12. -4.800000000000000000e+01,1.260000000000000000e+02
  13. -7.800000000000000000e+01,-2.000000000000000000e+00
  14. -1.360000000000000000e+02,-1.800000000000000000e+01
  15. -1.560000000000000000e+02,-3.000000000000000000e+01
  16. -1.640000000000000000e+02,-3.000000000000000000e+01
  17. -1.820000000000000000e+02,-3.400000000000000000e+01
  18. -1.900000000000000000e+02,-3.800000000000000000e+01
  19. -1.960000000000000000e+02,-3.200000000000000000e+01
  20. -2.160000000000000000e+02,-3.600000000000000000e+01
  21. -2.320000000000000000e+02,-4.000000000000000000e+01
  22. -2.520000000000000000e+02,-4.000000000000000000e+01
  23. -2.700000000000000000e+02,-5.200000000000000000e+01
  24. -2.740000000000000000e+02,-6.000000000000000000e+01
  25. -2.980000000000000000e+02,-6.600000000000000000e+01
  26. -2.880000000000000000e+02,-8.600000000000000000e+01
  27. -3.040000000000000000e+02,-9.200000000000000000e+01
  28. -2.960000000000000000e+02,-9.600000000000000000e+01
  29. -2.760000000000000000e+02,-9.800000000000000000e+01
  30. -2.460000000000000000e+02,-1.040000000000000000e+02
  31. -1.940000000000000000e+02,-9.600000000000000000e+01
  32. -1.700000000000000000e+02,-9.000000000000000000e+01
  33. -1.100000000000000000e+02,-8.400000000000000000e+01
  34. -6.000000000000000000e+01,-6.600000000000000000e+01
  35. -3.200000000000000000e+01,-6.600000000000000000e+01
  36. -3.200000000000000000e+01,-5.600000000000000000e+01
  37. -4.000000000000000000e+00,-3.400000000000000000e+01
  38. 3.600000000000000000e+01,-2.600000000000000000e+01
  39. 2.800000000000000000e+01,-6.000000000000000000e+00
  40. 6.800000000000000000e+01,8.000000000000000000e+00
  41. 5.200000000000000000e+01,1.000000000000000000e+01
  42. 7.800000000000000000e+01,1.600000000000000000e+01
  43. 5.800000000000000000e+01,1.600000000000000000e+01
  44. 3.600000000000000000e+01,3.000000000000000000e+01
  45. 5.600000000000000000e+01,1.600000000000000000e+01
  46. 4.600000000000000000e+01,1.600000000000000000e+01
  47. 1.200000000000000000e+01,3.000000000000000000e+01
  48. 5.800000000000000000e+01,2.000000000000000000e+01
  49. 3.800000000000000000e+01,3.200000000000000000e+01
  50. 6.200000000000000000e+01,2.200000000000000000e+01
  51. 5.000000000000000000e+01,2.400000000000000000e+01
  52. 7.800000000000000000e+01,6.000000000000000000e+01
  53. 1.300000000000000000e+02,6.400000000000000000e+01
  54. 1.400000000000000000e+02,5.600000000000000000e+01
  55. 1.620000000000000000e+02,5.800000000000000000e+01
  56. 1.780000000000000000e+02,3.000000000000000000e+01
  57. 1.860000000000000000e+02,2.000000000000000000e+01
  58. 1.780000000000000000e+02,1.800000000000000000e+01
  59. 1.560000000000000000e+02,1.200000000000000000e+01
  60. 1.200000000000000000e+02,1.800000000000000000e+01
  61. 1.320000000000000000e+02,1.400000000000000000e+01
  62. 1.180000000000000000e+02,1.400000000000000000e+01
  63. 1.420000000000000000e+02,1.200000000000000000e+01
  64. 1.240000000000000000e+02,2.800000000000000000e+01
  65. 1.260000000000000000e+02,2.000000000000000000e+01
  66. 1.140000000000000000e+02,2.400000000000000000e+01
  67. 1.220000000000000000e+02,3.000000000000000000e+01
  68. 1.260000000000000000e+02,2.200000000000000000e+01
  69. 8.200000000000000000e+01,2.800000000000000000e+01
  70. 1.260000000000000000e+02,3.200000000000000000e+01
  71. 1.020000000000000000e+02,6.600000000000000000e+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