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.

7.csv 3.1 kB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061
  1. 6.200000000000000000e+01,1.200000000000000000e+01
  2. 1.820000000000000000e+02,-3.600000000000000000e+01
  3. 2.720000000000000000e+02,-1.100000000000000000e+02
  4. 3.580000000000000000e+02,1.700000000000000000e+01
  5. 3.420000000000000000e+02,8.200000000000000000e+01
  6. 2.140000000000000000e+02,4.200000000000000000e+01
  7. 8.600000000000000000e+01,1.220000000000000000e+02
  8. -2.800000000000000000e+01,1.760000000000000000e+02
  9. -2.400000000000000000e+01,2.420000000000000000e+02
  10. -2.800000000000000000e+01,2.980000000000000000e+02
  11. -1.400000000000000000e+01,2.600000000000000000e+02
  12. 2.400000000000000000e+01,1.320000000000000000e+02
  13. -1.600000000000000000e+01,4.000000000000000000e+00
  14. -9.800000000000000000e+01,-1.800000000000000000e+01
  15. -1.160000000000000000e+02,-3.000000000000000000e+01
  16. -1.020000000000000000e+02,-4.400000000000000000e+01
  17. -1.320000000000000000e+02,-2.800000000000000000e+01
  18. -1.380000000000000000e+02,-3.600000000000000000e+01
  19. -1.560000000000000000e+02,-2.400000000000000000e+01
  20. -1.840000000000000000e+02,-4.000000000000000000e+01
  21. -2.000000000000000000e+02,-4.000000000000000000e+01
  22. -2.320000000000000000e+02,-5.400000000000000000e+01
  23. -2.780000000000000000e+02,-6.000000000000000000e+01
  24. -3.020000000000000000e+02,-6.400000000000000000e+01
  25. -2.900000000000000000e+02,-8.400000000000000000e+01
  26. -2.780000000000000000e+02,-9.000000000000000000e+01
  27. -3.040000000000000000e+02,-9.200000000000000000e+01
  28. -2.660000000000000000e+02,-1.180000000000000000e+02
  29. -2.560000000000000000e+02,-1.180000000000000000e+02
  30. -1.780000000000000000e+02,-1.160000000000000000e+02
  31. -1.640000000000000000e+02,-1.280000000000000000e+02
  32. -1.080000000000000000e+02,-1.160000000000000000e+02
  33. -6.400000000000000000e+01,-1.160000000000000000e+02
  34. -5.400000000000000000e+01,-1.060000000000000000e+02
  35. 2.000000000000000000e+00,-8.600000000000000000e+01
  36. 3.800000000000000000e+01,-8.000000000000000000e+01
  37. 3.600000000000000000e+01,-6.200000000000000000e+01
  38. 8.200000000000000000e+01,-4.800000000000000000e+01
  39. 9.400000000000000000e+01,-3.800000000000000000e+01
  40. 1.060000000000000000e+02,-2.800000000000000000e+01
  41. 1.180000000000000000e+02,-1.400000000000000000e+01
  42. 1.360000000000000000e+02,-2.000000000000000000e+00
  43. 1.200000000000000000e+02,-6.000000000000000000e+00
  44. 1.280000000000000000e+02,6.000000000000000000e+00
  45. 1.300000000000000000e+02,1.600000000000000000e+01
  46. 1.540000000000000000e+02,2.600000000000000000e+01
  47. 1.500000000000000000e+02,2.400000000000000000e+01
  48. 1.360000000000000000e+02,3.200000000000000000e+01
  49. 1.380000000000000000e+02,3.000000000000000000e+01
  50. 8.800000000000000000e+01,5.600000000000000000e+01
  51. 1.320000000000000000e+02,3.600000000000000000e+01
  52. 1.680000000000000000e+02,1.600000000000000000e+01
  53. 1.580000000000000000e+02,1.200000000000000000e+01
  54. 1.600000000000000000e+02,6.000000000000000000e+00
  55. 1.160000000000000000e+02,6.000000000000000000e+00
  56. 1.320000000000000000e+02,-6.000000000000000000e+00
  57. 9.800000000000000000e+01,0.000000000000000000e+00
  58. 1.300000000000000000e+02,4.000000000000000000e+00
  59. 9.400000000000000000e+01,1.000000000000000000e+01
  60. 1.140000000000000000e+02,1.000000000000000000e+01
  61. 1.220000000000000000e+02,2.800000000000000000e+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