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.

1.csv 3.2 kB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162
  1. 1.140000000000000000e+02,-1.600000000000000000e+01
  2. 2.160000000000000000e+02,-1.000000000000000000e+02
  3. 3.430000000000000000e+02,-1.020000000000000000e+02
  4. 2.300000000000000000e+02,2.500000000000000000e+01
  5. 1.080000000000000000e+02,5.200000000000000000e+01
  6. -2.000000000000000000e+01,1.280000000000000000e+02
  7. -5.800000000000000000e+01,1.800000000000000000e+02
  8. -8.200000000000000000e+01,2.500000000000000000e+02
  9. -7.200000000000000000e+01,3.320000000000000000e+02
  10. -1.040000000000000000e+02,3.520000000000000000e+02
  11. -9.800000000000000000e+01,2.280000000000000000e+02
  12. -5.800000000000000000e+01,1.000000000000000000e+02
  13. -5.600000000000000000e+01,-1.000000000000000000e+01
  14. -1.120000000000000000e+02,-2.000000000000000000e+00
  15. -9.800000000000000000e+01,-6.000000000000000000e+00
  16. -1.000000000000000000e+02,-1.200000000000000000e+01
  17. -1.020000000000000000e+02,-4.000000000000000000e+00
  18. -7.800000000000000000e+01,-4.000000000000000000e+00
  19. -1.160000000000000000e+02,-8.000000000000000000e+00
  20. -1.360000000000000000e+02,-1.600000000000000000e+01
  21. -1.160000000000000000e+02,-8.000000000000000000e+00
  22. -1.620000000000000000e+02,-3.400000000000000000e+01
  23. -1.920000000000000000e+02,-4.400000000000000000e+01
  24. -2.100000000000000000e+02,-5.600000000000000000e+01
  25. -2.220000000000000000e+02,-7.200000000000000000e+01
  26. -1.980000000000000000e+02,-8.400000000000000000e+01
  27. -2.300000000000000000e+02,-9.400000000000000000e+01
  28. -2.280000000000000000e+02,-1.180000000000000000e+02
  29. -2.280000000000000000e+02,-1.160000000000000000e+02
  30. -1.800000000000000000e+02,-1.300000000000000000e+02
  31. -1.720000000000000000e+02,-1.400000000000000000e+02
  32. -1.200000000000000000e+02,-1.240000000000000000e+02
  33. -1.120000000000000000e+02,-1.080000000000000000e+02
  34. -4.600000000000000000e+01,-1.120000000000000000e+02
  35. -4.200000000000000000e+01,-9.600000000000000000e+01
  36. -2.800000000000000000e+01,-6.400000000000000000e+01
  37. 2.800000000000000000e+01,-7.000000000000000000e+01
  38. 2.000000000000000000e+01,-4.600000000000000000e+01
  39. -1.200000000000000000e+01,-3.800000000000000000e+01
  40. 3.600000000000000000e+01,-4.000000000000000000e+01
  41. 2.600000000000000000e+01,-1.400000000000000000e+01
  42. 3.400000000000000000e+01,-1.800000000000000000e+01
  43. 2.800000000000000000e+01,-1.800000000000000000e+01
  44. 4.800000000000000000e+01,-1.000000000000000000e+01
  45. 3.600000000000000000e+01,-4.000000000000000000e+00
  46. 5.200000000000000000e+01,1.200000000000000000e+01
  47. 6.800000000000000000e+01,2.000000000000000000e+00
  48. 6.200000000000000000e+01,2.200000000000000000e+01
  49. 7.400000000000000000e+01,2.400000000000000000e+01
  50. 7.000000000000000000e+01,3.400000000000000000e+01
  51. 7.200000000000000000e+01,2.600000000000000000e+01
  52. 1.060000000000000000e+02,0.000000000000000000e+00
  53. 1.440000000000000000e+02,4.000000000000000000e+00
  54. 1.120000000000000000e+02,-4.000000000000000000e+00
  55. 9.800000000000000000e+01,6.000000000000000000e+00
  56. 1.300000000000000000e+02,2.000000000000000000e+00
  57. 8.000000000000000000e+01,4.000000000000000000e+00
  58. 1.020000000000000000e+02,-2.000000000000000000e+00
  59. 1.220000000000000000e+02,1.400000000000000000e+01
  60. 1.020000000000000000e+02,1.400000000000000000e+01
  61. 1.000000000000000000e+02,1.600000000000000000e+01
  62. 1.000000000000000000e+02,-2.000000000000000000e+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