may you clarify what is difference between TODS and pyod

[Sandy4321]

it is written in https://github.com/yzhao062/pyod

For time-series outlier detection, please use TODS. For graph outlier detection, please use PyGOD.

PyOD is the most comprehensive and scalable Python library for detecting outlying objects in multivariate data

may you clarify what is difference between TODS and pyod by the way pyods can be installed on winodws 11 but tods not?

0\include\10.0.22000.0\shared -IC:\Program Files (x86)\Windows Kits\10\include\10.0.22000.0\winrt -IC:\Program Files (x86)\Windows Kits\10\include\10.0.22000.0\cppwinrt -IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um /Tc_configtest.c /Fo_configtest.obj error: [end of output]

    note: This error originates from a subprocess, and is likely not a problem with pip.
  error: legacy-install-failure

  Encountered error while trying to install package.

  numpy

  note: This is an issue with the package mentioned above, not pip.
  hint: See above for output from the failure.
  WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages)
  WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages)
  WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages)

  [notice] A new release of pip is available: 23.0.1 -> 23.1.2
  [notice] To update, run: python.exe -m pip install --upgrade pip
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error

× pip subprocess to install build dependencies did not run successfully. │ exit code: 1 ╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip. WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages) WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages) WARNING: Ignoring invalid distribution -orch (c:\my_py_environments\py310_env_apr2023\lib\site-packages)

[notice] A new release of pip is available: 23.0.1 -> 23.1.2 [notice] To update, run: python.exe -m pip install --upgrade pip

(py310_env_apr2023) C:\my_py_environments\py310_env_apr2023\Scripts>