Scikit-learn: рд╡рд┐рдВрдбреЛрдЬ рдкрд░ Python 3.9 рдХреЗ рд╕рд╛рде scikit-learn рдЗрдВрд╕реНрдЯреЙрд▓ рдХрд░рдиреЗ рдореЗрдВ рд╡рд┐рдлрд▓

рдХреЛ рдирд┐рд░реНрдорд┐рдд 15 рдЕрдХреНрддреВре░ 2020  ┬╖  23рдЯрд┐рдкреНрдкрдгрд┐рдпрд╛рдБ  ┬╖  рд╕реНрд░реЛрдд: scikit-learn/scikit-learn

Collecting scikit-learn
  Using cached scikit-learn-0.23.2.tar.gz (7.2 MB)
  Installing build dependencies ... error
  ERROR: Command errored out with exit status 1:
   command: 'C:\Users\zhiwe\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' 'C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip' install --ignore-installed --no-user --prefix 'C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-t342wk81\overlay' --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel 'Cython>=0.28.5' 'numpy==1.13.3; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation == '"'"'CPython'"'"'' 'numpy==1.14.0; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation != '"'"'CPython'"'"'' 'numpy==1.14.5; python_version=='"'"'3.7'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.6'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.7'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system=='"'"'AIX'"'"'' 'scipy>=0.19.1'
       cwd: None
  Complete output (222 lines):
  Ignoring numpy: markers 'python_version == "3.6" and platform_system != "AIX" and platform_python_implementation == "CPython"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.6" and platform_system != "AIX" and platform_python_implementation != "CPython"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.7" and platform_system != "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.6" and platform_system == "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.7" and platform_system == "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version >= "3.8" and platform_system == "AIX"' don't match your environment
  Collecting setuptools
    Using cached setuptools-50.3.0-py3-none-any.whl (785 kB)
  Collecting wheel
    Using cached wheel-0.35.1-py2.py3-none-any.whl (33 kB)
  Collecting Cython>=0.28.5
    Using cached Cython-0.29.21-py2.py3-none-any.whl (974 kB)
  Processing c:\users\zhiwe\appdata\local\pip\cache\wheels\88\21\07\12b17bd52e2030a53d9757e9d65610e73d4075ee2d7c456d70\numpy-1.17.3-cp39-cp39-win_amd64.whl
  Collecting scipy>=0.19.1
    Using cached scipy-1.5.2.tar.gz (25.4 MB)
    Installing build dependencies: started
    Installing build dependencies: finished with status 'done'
    Getting requirements to build wheel: started
    Getting requirements to build wheel: finished with status 'done'
      Preparing wheel metadata: started
      Preparing wheel metadata: finished with status 'error'
      ERROR: Command errored out with exit status 1:
       command: 'C:\Users\zhiwe\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' 'C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip\_vendor\pep517\_in_process.py' prepare_metadata_for_build_wheel 'C:\Users\zhiwe\AppData\Local\Temp\tmpffwndvka'
           cwd: C:\Users\zhiwe\AppData\Local\Temp\pip-install-_wr1_mxr\scipy
      Complete output (195 lines):
      setup.py:460: UserWarning: Unrecognized setuptools command ('dist_info --egg-base C:\Users\zhiwe\AppData\Local\Temp\pip-modern-metadata-3llvuv9u'), proceeding with generating Cython sources and expanding templates
        warnings.warn("Unrecognized setuptools command ('{}'), proceeding with "
      Running from SciPy source directory.
      lapack_opt_info:
      lapack_mkl_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries mkl_rt not found in ['C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\lib', 'C:\\', 'C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\libs']
        NOT AVAILABLE

      openblas_lapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries openblas not found in ['C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\lib', 'C:\\', 'C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\libs']
      get_default_fcompiler: matching types: '['gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95', 'intelvem', 'intelem', 'flang']'
      customize GnuFCompiler
      Could not locate executable g77
      Could not locate executable f77
      customize IntelVisualFCompiler
      Could not locate executable ifort
      Could not locate executable ifl
      customize AbsoftFCompiler
      Could not locate executable f90
      customize CompaqVisualFCompiler
      Could not locate executable DF
      customize IntelItaniumVisualFCompiler
      Could not locate executable efl
      customize Gnu95FCompiler
      Could not locate executable gfortran
      Could not locate executable f95
      customize G95FCompiler
      Could not locate executable g95
      customize IntelEM64VisualFCompiler
      customize IntelEM64TFCompiler
      Could not locate executable efort
      Could not locate executable efc
      customize PGroupFlangCompiler
      Could not locate executable flang
      don't know how to compile Fortran code on platform 'nt'
        NOT AVAILABLE

      openblas_clapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries openblas,lapack not found in ['C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\lib', 'C:\\', 'C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\libs']
        NOT AVAILABLE

      flame_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries flame not found in ['C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\lib', 'C:\\', 'C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\libs']
        NOT AVAILABLE

      atlas_3_10_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      <class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
        NOT AVAILABLE

      atlas_3_10_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      <class 'numpy.distutils.system_info.atlas_3_10_info'>
        NOT AVAILABLE

      atlas_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      <class 'numpy.distutils.system_info.atlas_threads_info'>
        NOT AVAILABLE

      atlas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\libs
      <class 'numpy.distutils.system_info.atlas_info'>
        NOT AVAILABLE

      accelerate_info:
        NOT AVAILABLE

      lapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack not found in ['C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\lib', 'C:\\', 'C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\\libs']
        NOT AVAILABLE

      C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\numpy\distutils\system_info.py:1712: UserWarning:
          Lapack (http://www.netlib.org/lapack/) libraries not found.
          Directories to search for the libraries can be specified in the
          numpy/distutils/site.cfg file (section [lapack]) or by setting
          the LAPACK environment variable.
        if getattr(self, '_calc_info_{}'.format(lapack))():
      lapack_src_info:
        NOT AVAILABLE

      C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\numpy\distutils\system_info.py:1712: UserWarning:
          Lapack (http://www.netlib.org/lapack/) sources not found.
          Directories to search for the sources can be specified in the
          numpy/distutils/site.cfg file (section [lapack_src]) or by setting
          the LAPACK_SRC environment variable.
        if getattr(self, '_calc_info_{}'.format(lapack))():
        NOT AVAILABLE

      Traceback (most recent call last):
        File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip\_vendor\pep517\_in_process.py", line 280, in <module>
          main()
        File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip\_vendor\pep517\_in_process.py", line 263, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
        File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip\_vendor\pep517\_in_process.py", line 133, in prepare_metadata_for_build_wheel
          return hook(metadata_directory, config_settings)
        File "C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\setuptools\build_meta.py", line 161, in prepare_metadata_for_build_wheel
          self.run_setup()
        File "C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\setuptools\build_meta.py", line 253, in run_setup
          super(_BuildMetaLegacyBackend,
        File "C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\setuptools\build_meta.py", line 145, in run_setup
          exec(compile(code, __file__, 'exec'), locals())
        File "setup.py", line 583, in <module>
          setup_package()
        File "setup.py", line 579, in setup_package
          setup(**metadata)
        File "C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-1ko9h3se\overlay\Lib\site-packages\numpy\distutils\core.py", line 137, in setup
          config = configuration()
        File "setup.py", line 477, in configuration
          raise NotFoundError(msg)
      numpy.distutils.system_info.NotFoundError: No lapack/blas resources found.
      ----------------------------------------
  ERROR: Command errored out with exit status 1: 'C:\Users\zhiwe\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' 'C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip\_vendor\pep517\_in_process.py' prepare_metadata_for_build_wheel 'C:\Users\zhiwe\AppData\Local\Temp\tmpffwndvka' Check the logs for full command output.
  ----------------------------------------
ERROR: Command errored out with exit status 1: 'C:\Users\zhiwe\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' 'C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.240.0_x64__qbz5n2kfra8p0\lib\site-packages\pip' install --ignore-installed --no-user --prefix 'C:\Users\zhiwe\AppData\Local\Temp\pip-build-env-t342wk81\overlay' --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel 'Cython>=0.28.5' 'numpy==1.13.3; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation == '"'"'CPython'"'"'' 'numpy==1.14.0; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation != '"'"'CPython'"'"'' 'numpy==1.14.5; python_version=='"'"'3.7'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.6'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.7'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system=='"'"'AIX'"'"'' 'scipy>=0.19.1' Check the logs for full command output.

рд╕рдмрд╕реЗ рдЙрдкрдпреЛрдЧреА рдЯрд┐рдкреНрдкрдгреА

рдХреБрдЫ рд╕рдкреНрддрд╛рд╣ рдореЗрдВ :)

рд╕рднреА 23 рдЯрд┐рдкреНрдкрдгрд┐рдпрд╛рдБ

рд╣рдордиреЗ рдЕрднреА рддрдХ python3.9 рдХрд╛ рд╕рдорд░реНрдерди рдХрд░рдиреЗ рд╡рд╛рд▓рд╛ рд╕рдВрд╕реНрдХрд░рдг рдЬрд╛рд░реА рдирд╣реАрдВ рдХрд┐рдпрд╛ рд╣реИред

@adrinjalali рдХреНрдпрд╛ рдЖрдкрдХреЗ рдкрд╛рд╕ рд░рд┐рд▓реАрдЬрд╝ рдХреА рддрд╛рд░реАрдЦ рдХрд╛

рдХреБрдЫ рд╕рдкреНрддрд╛рд╣ рдореЗрдВ :)

рдХреБрдЫ рд╕рдкреНрддрд╛рд╣ рдореЗрдВ :)

рдзрдиреНрдпрд╡рд╛рдж!

рдпрд╣ рд╣рд╛рд▓рд╛рдВрдХрд┐ рдХреЛрдВрдбрд╛-рдлреЛрд░реНрдЬ рдкрд░ рд╣реИ :)

рдЗрд╕ рдмрд╛рд░реЗ рдореЗрдВ рдХреЛрдИ рдЦрдмрд░?

рдЖрдк рдкрд╣рд▓реЗ рд╕реЗ рд╣реА conda install -c conda-forge scikit-learn рдХрд╛ рдЙрдкрдпреЛрдЧ рдХрд░рдХреЗ рдЗрд╕реЗ (рдореБрдЭреЗ рд▓рдЧрддрд╛ рд╣реИ) рдЗрдВрд╕реНрдЯреЙрд▓ рдХрд░ рд╕рдХрддреЗ рд╣реИрдВред рдЕрдиреНрдпрдерд╛ рдирдИ рд░рд┐рд▓реАрдЬ рд▓рдЧрднрдЧ 2 рд╕рдкреНрддрд╛рд╣ рдореЗрдВ рд╣реЛ рдЬрд╛рдПрдЧреАред

@adrinjalali рдареАрдХ рд╣реИ

рдХреГрдкрдпрд╛ рд╣рдореЗрдВ рдЕрджреНрдпрддрди рдХрд░реЗрдВ! рдзрдиреНрдпрд╡рд╛рджред

рдЕрдЬрдЧрд░ 3.9 рдореЗрдВ рд╕реНрдХреЗрд▓реЗрд░рди рд▓реЙрдиреНрдЪ рдХрд░рдиреЗ рдореЗрдВ рдХрд┐рддрдирд╛ рд╕рдордп рд▓рдЧреЗрдЧрд╛

рд╣рд╛рдп, рдЗрд╕ рдкрд░ рдХреЛрдИ рдЦрдмрд░?

рд╣рд╛рдп, рдХреЛрдИ рдЕрдкрдбреЗрдЯ? рдХреНрдпрд╛ рдореИрдВ рдЗрд╕реЗ рдкрд╣рд▓реЗ рд╣реА 3.9 python рдХреЗ рд╕рд╛рде рдЙрдкрдпреЛрдЧ рдХрд░ рд╕рдХрддрд╛ рд╣реВрдБ?

рдЬрд╡рд╛рдм рдирд╣реАрдВ рдмрджрд▓рд╛ рд╣реИред рдЬреИрд╕рд╛ рдХрд┐ рдКрдкрд░ рдХрд╣рд╛ рдЧрдпрд╛ рд╣реИ, рдЖрдк рдкрд╣рд▓реЗ рд╕реЗ рд╣реА conda-forge рд╕рд╛рде scikit-learn рдХрд╛ рдЙрдкрдпреЛрдЧ рдХрд░ рд╕рдХрддреЗ рд╣реИрдВ, рдФрд░ рдЕрдиреНрдпрдерд╛ рдЖрдкрдХреЛ 0.24 рд░рд┐рд▓реАрдЬрд╝ рдХреЗ рд▓рд┐рдП рдкреНрд░рддреАрдХреНрд╖рд╛ рдХрд░рдиреЗ рдХреА рдЖрд╡рд╢реНрдпрдХрддрд╛ рд╣реИред

рдЕрдЬрдЧрд░ 3.9 рдореЗрдВ рд╕реНрдХреЗрд▓реЗрд░рди рд▓реЙрдиреНрдЪ рдХрд░рдиреЗ рдореЗрдВ рдХрд┐рддрдирд╛ рд╕рдордп рд▓рдЧреЗрдЧрд╛

рдореИрдВ рдмрд╣реБрдд рдЬреНрдпрд╛рджрд╛ рд╣рд╛рд░реНрдбрдХреЛрдбреЗрдб рд╕рдВрд╕реНрдХрд░рдгреЛрдВ рдЖрджрд┐ рдХреЗ рд╕рд╛рде рдЕрдкрдиреЗ рд╕рднреА рдПрдордПрд▓ рд╡рд┐рдХрд╛рд╕ рдХреЗ рд▓рд┐рдП рдбреЙрдХрдЯрд░ рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рддреИрдпрд╛рд░ рд╣реВрдВ, рдФрд░ рдЕрдм рдХреЛрдИ рд╕рдорд╕реНрдпрд╛ рдирд╣реАрдВ рд╣реИред рдЕрдЬрдЧрд░ рдУрдПрд╕, рдЕрдЬрдЧрд░, рдпрд╛ рдкреБрд╕реНрддрдХрд╛рд▓рдпреЛрдВ рдореЗрдВ рдпрд╛ рддреЛ рдХрд┐рд╕реА рднреА рдЕрдкрдбреЗрдЯ рдХреЗ рд╕рд╛рде рдорд╛рд▓реНрдХреЛрд╕, рдКрдо, рдЗрдВрд╕реНрдЯреЙрд▓реЗрд╢рди рдореБрджреНрджреЛрдВ рдЖрджрд┐ рдХреЗ рд╕рд╛рде рдХреНрд░реИрд╢ рдФрд░ рдЬрд▓рд╛ рджреЗрддреЗ рд╣реИрдВред рджреБрд░реНрднрд╛рдЧреНрдп рд╕реЗ рдпрд╣ рд╣реИ рдХрд┐ рдЪреАрдЬреЛрдВ рдХреА рд╕реНрдерд┐рддрд┐ ...

рдореБрдЭреЗ рдХрдо рд╕реЗ рдХрдо рд▓рд┐рдирдХреНрд╕ рдкрд░ python3.9 рдкрд░ рд╕реНрдерд╛рдкрд┐рдд рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рд╡рд░реНрдХрдЕрд░рд╛рдЙрдВрдб рдХрд╛ рдкрддрд╛ рдЪрд▓рд╛

рдЕрдкрдЧреНрд░реЗрдб рдкрд╛рдЗрдкред рдЧрд┐рдЯ рд╕реНрд░реЛрдд рд╕реЗ рдкрд╣рд┐рдпрд╛, рд╕рд╛рдЗрдерди, рдУрдмреНрд╕реА, рд╕реБрдкреА рдФрд░ рдЬрд┐рдпреЛрдореИрдЧ-рдЕрд▓реНрдЧреЛрд░рдердореНрд╕ рд╕реНрдерд╛рдкрд┐рдд рдХрд░реЗрдВ

pip install -U pip wheel numpy Cython Obspy
pip install git+https://github.com/usgs/geomag-algorithms.git

GDAL рд╕реНрдерд╛рдкрд┐рдд рдХрд░реЗрдВ

GDAL рд╕рдВрд╕реНрдХрд░рдг рдкреНрд░рд╛рдкреНрдд рдХрд░реЗрдВ

sudo apt-get install libgdal-dev
VERSION=$(gdal-config --version)

рдУрдПрд╕ рдкрд░ рд╕реНрдерд╛рдкрд┐рдд рд╕рдВрд╕реНрдХрд░рдг рдХреЗ рдЖрдзрд╛рд░ рдкрд░ рдкрд╛рдЗрдк рдореЗрдВ GDAL рд╕реНрдерд╛рдкрд┐рдд рдХрд░реЗрдВ

pip install GDAL==$VERSION

рдЕрдм рдЖрдк scikit-learn рдЗрдВрд╕реНрдЯреЙрд▓ рдХрд░ рд╕рдХрддреЗ рд╣реИрдВ

pip install scikit-learn

рдЕрдм рдЖрдк рд░рд┐рд▓реАрдЬрд╝ рдЙрдореНрдореАрджрд╡рд╛рд░ рдХреЛ рд╕реНрдерд╛рдкрд┐рдд рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рд╡рд┐рдВрдбреЛрдЬ рдкрд░ pip install --pre -U scikit-learn рдХрд░ рд╕рдХрддреЗ рд╣реИрдВред

рдФрд░ conda рд╕рд╛рде conda install -c conda-forge/label/scikit-learn_rc scikit-learn ред

рдкрд╛рдЗрдк рдЗрдВрд╕реНрдЯреЙрд▓ --pre -U scikit-learn рдлрд╝реЗрдбреЛрд░рд╛ рдкрд░ рднреА рдХрд╛рдо рдХрд░рддрд╛ рд╣реИред

Seyhan

рдпрд╣ рдХрд╛рдо рдирд╣реАрдВ рдХрд░ рд░рд╣рд╛ рд╣реИ

рдкрд╛рдЗрдк рдЗрдВрд╕реНрдЯреЙрд▓ --pre -U scikit-learn
рд╢рд┐рдХрдВрдЬреА рдЗрдХрдЯреНрдард╛ рдХрд░рдирд╛-рд╕реАрдЦрдирд╛
рдХреИрд╢реНрдб scikit_learn-0.24.0rc1-cp39-cp39-win_amd64.whl (6.9 MB) рдХрд╛ рдЙрдкрдпреЛрдЧ рдХрд░рдирд╛
рдЖрд╡рд╢реНрдпрдХрддрд╛ рдкрд╣рд▓реЗ рд╕реЗ рд╣реА рд╕рдВрддреБрд╖реНрдЯ: scipy> = 0.19.1 in c: \ users \ master \ appdata \ local \ package \ pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0 рд╕реНрдерд╛рдиреАрдп рд╕реНрдХреЗрдЪ \ python39 рдХрд╛ рд╕рд╛рдЗрдЯ-рдкреИрдХреЗрдЬ (scikit-learn) рд╕реЗ (1.5) .4)
рдЖрд╡рд╢реНрдпрдХрддрд╛ рдкрд╣рд▓реЗ рд╕реЗ рд╣реА рд╕рдВрддреБрд╖реНрдЯ: numpy> = 1.13.3 in c: \ users \ master \ appdata \ local \ package \ pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0 \ local_acheache \ python39 'рд╕рд╛рдЗрдЯ-рдкреИрдХреЗрдЬ (scikit-learn) рд╕реЗ (1.19) .4)
рдЖрд╡рд╢реНрдпрдХрддрд╛ рдкрд╣рд▓реЗ рд╕реЗ рд╣реА рд╕рдВрддреБрд╖реНрдЯ: joblib> = 0.11 in c: \ users \ master \ appdata \ local \ package \ pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0_ local_acheache \ python39 'рд╕рд╛рдЗрдЯ-рдкреИрдХреЗрдЬ (scikit-learn рд╕реЗ) )
рдЖрд╡рд╢реНрдпрдХрддрд╛ рдкрд╣рд▓реЗ рд╕реЗ рд╣реА рд╕рдВрддреБрд╖реНрдЯ: рдереНрд░реЗрдбрдкреВрд▓реНрдЯ> = 2.0.0 рдЗрди c: \ users \ Master \ appdata \ local \ package \ pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p00 / рд╕реНрдерд╛рдиреАрдп-рд╕рдВрдХреБрд▓ \ python39 'рд╕рд╛рдЗрдЯ-рд╕рдВрдХреБрд▓ (рд╕реНрдХрд┐рдЯрд┐рдЯ-рд▓рд░реНрди рд╕реЗ) (2.1) .0)
рдЖрд╡рд╢реНрдпрдХрддрд╛ рдкрд╣рд▓реЗ рд╕реЗ рд╣реА рд╕рдВрддреБрд╖реНрдЯ: numpy> = 1.13.3 in c: \ users \ master \ appdata \ local \ package \ pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0 \ localyache \ рд╕реНрдерд╛рдиреАрдп рд╕рдВрдХреБрд▓ \ python39 \ рдХреА рд╕рд╛рдЗрдЯ-рд╕рдВрдХреБрд▓ (scikit-learn рд╕реЗ) (1.19) .4)
рдПрдХрддреНрд░рд┐рдд рдкреИрдХреЗрдЬреЛрдВ рдХреЛ рд╕реНрдерд╛рдкрд┐рдд рдХрд░рдирд╛: scikit-learn
ERROR: рдПрдиреНрд╡рд╛рдпрд░рдиреНрдореЗрдВрдЯ рдкрд░реНрдпрд╛рд╡рд░рдг рдХреЗ рдХрд╛рд░рдг рдкреИрдХреЗрдЬ рд╕реНрдерд╛рдкрд┐рдд рдирд╣реАрдВ рдХрд░ рд╕рдХрд╛: [Errno 2] рдРрд╕реА рдХреЛрдИ рдлрд╝рд╛рдЗрд▓ рдпрд╛ рдирд┐рд░реНрджреЗрд╢рд┐рдХрд╛ рдирд╣реАрдВ: 'C: \ Users \ Master \ AppData \ Local \ Package \ PythonSoftwareFoundation.Python.9_qbz5n2kfra8p0 \ LocalCache \ Python39 рд╕рд╛рдЗрдЯ-рд╕рдВрдХреБрд▓ \ sklearn \ рдбреЗрдЯрд╛рд╕реЗрдЯ \ рдкрд░реАрдХреНрд╖рдг \ рдбреЗрдЯрд╛ \ openml \ 292 \ api-v1-json-рдбреЗрдЯрд╛-рд╕реВрдЪреА-data_name-рдСрд╕реНрдЯреНрд░реЗрд▓рд┐рдпрд╛рдИ рд╕реАрдорд╛-2-data_version-1-рд╕реНрдерд┐рддрд┐-deactivated.json.gz '

рдХрдорд╛рдВрдб рджреБрднрд╛рд╖рд┐рдпрд╛ рдореЗрдВ рдХрдорд╛рдВрдб рдХрд╛ рдЙрдкрдпреЛрдЧ рдХрд░реЗрдВ:
рдкрд┐рдк --pre --extra рд╕реВрдЪрдХрд╛рдВрдХ рд╕реНрдерд╛рдкрд┐рдд https://pypi.anaconda.org/scipy-wheels-nightly/simple scikit рд╕реАрдЦрдиреЗ

рдкрд╛рдЗрдк рдЗрдВрд╕реНрдЯреЙрд▓ --pre -U scikit-learn рдЖрд░реНрдХ рдФрд░ рдордВрдЬрд╝рд░реЛ рдкрд░ рднреА рдХрд╛рдо рдХрд░рддрд╛ рд╣реИред

рднреА:

рдХрд╡рд┐рддрд╛ рд╕реНрдХрд┐рдЯрд┐рдЯ-рд▓рд░реНрди - рдХреНрд▓реЛ-рдкреНрд░рд┐рд▓реЗрд░рд╛рдЗрдЬ рдХреЛ рдЬреЛрдбрд╝рддреА рд╣реИ

рдЬреЛ рдЖрдкрдХреЗ [tool.poetry.dependnecies] рдХреЛ pyproject.toml рдореЗрдВ рд╢рд╛рдорд┐рд▓ рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рдЕрдкрдбреЗрдЯ рдХрд░рддрд╛ рд╣реИ:

scikit-learn = {version = "^0.23.2", allow-prereleases = true}

рдЬреЛ, рдЕрднреА рдХреЗ рд░реВрдк рдореЗрдВ, 0.23.x рдХреЗ рдмрдЬрд╛рдп python3.9 рд╕рдорд░реНрдерди рдХреЗ рд╕рд╛рде 0.24.0rc1 рд╕реНрдерд╛рдкрд┐рдд рдХрд░рддрд╛ рд╣реИ, рдЬреЛ рдХрд┐ рдЦрд╕реНрддрд╛ рдкрд░рд┐рд╡рд░реНрддрди рдпрд╛ рдХреБрдЫ рдХреЗ рдХрд╛рд░рдг рд╕рд╛рдЭрд╛ рдореЙрдбреНрдпреВрд▓ рд▓реЛрдбрд┐рдВрдЧ рдХреЗ рдмрд╛рд░реЗ рдореЗрдВ рд╢рд┐рдХрд╛рдпрдд рдХрд░рддрд╛ рд╣реИред

рдкрд╛рдЗрдк рдЗрдВрд╕реНрдЯреЙрд▓ --pre -U scikit-learn

рдХрд╛рдо рдареАрдХ рд╣реИ рдзрдиреНрдпрд╡рд╛рдж

рдХреНрдпрд╛ рдпрд╣ рдкреГрд╖реНрда рдЙрдкрдпреЛрдЧреА рдерд╛?
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