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.
์ฐ๋ฆฌ๋ ์์ง python3.9๋ฅผ ์ง์ํ๋ ๋ฒ์ ์ ์ถ์ํ์ง ์์์ต๋๋ค.
@adrinjalali ์ถ์ ๋ ์ง์ ๋ํ ์ฝ์์ด ์์ต๋๊น?
๋ช ์ฃผ ํ์ :)
๋ช ์ฃผ ํ์ :)
๊ฐ์ฌ!
ํ์ง๋ง conda-forge์ ์์ต๋๋ค. :)
์ด๊ฒ์ ๊ดํ ์์์ด ์์ต๋๊น?
conda install -c conda-forge scikit-learn
์ฌ์ฉํ์ฌ ์ด๋ฏธ ์ค์นํ ์ ์์ต๋๋ค. ๊ทธ๋ ์ง ์์ผ๋ฉด ์ฝ 2 ์ฃผ ํ์ ์ ๋ฆด๋ฆฌ์ค๊ฐ ๋์ต๋๋ค.
ํธ์ ๋ด์ ๊ฐ๊ธฐ
์น์ ํ๊ฒ ์ฐ๋ฆฌ๋ฅผ ์ ๋ฐ์ดํธํ์ญ์์ค! ๊ฐ์ฌ.
Python 3.9์์ sklearn์ ์์ํ๋ ค๋ฉด ๋ช ๊ฐ๊ฐ ํ์ํ ๊น์?
์๋ ํ์ธ์, ๊ด๋ จ ์์์ด ์๋์?
์๋ ํ์ธ์, ์ ๋ฐ์ดํธ๊ฐ ์์ต๋๊น? ์ด๋ฏธ ํ์ด์ฌ 3.9์ ํจ๊ป ์ฌ์ฉํ ์ ์์ต๋๊น?
๋๋ต์ ๋ณํ์ง ์์์ต๋๋ค. ์์์ ์ธ๊ธํ๋ฏ์ด ์ด๋ฏธ conda-forge
์ ํจ๊ป scikit-learn์ ์ฌ์ฉํ ์ ์์ผ๋ฉฐ ๊ทธ๋ ์ง ์์ผ๋ฉด 0.24 ๋ฆด๋ฆฌ์ค๋ฅผ ๊ธฐ๋ค๋ ค์ผํฉ๋๋ค.
Python 3.9์์ sklearn์ ์์ํ๋ ค๋ฉด ๋ช ๊ฐ๊ฐ ํ์ํ ๊น์?
ํ๋ ์ฝ๋ฉ ๋ ๋ฒ์ ๋ฑ์ ๋ชจ๋ ML ๊ฐ๋ฐ์ ์ํด Docker๋ก ๊ฑฐ์ ์ ํํ์ผ๋ฉฐ ๋ ์ด์ ๋ฌธ์ ๊ฐ ์์ต๋๋ค. Python์ OS, Python ์์ฒด ๋๋ ๋ผ์ด๋ธ๋ฌ๋ฆฌ์ ๋ํ ์ ๋ฐ์ดํธ๋ก mallocs, oom, ์ค์น ๋ฌธ์ ๋ฑ์ผ๋ก ์ถฉ๋ ๋ฐ ๊ตฝ๊ธฐ ๊ฒฝํฅ์ด ์์ต๋๋ค. ๋ถํํ๋ ๊ทธ๊ฒ ์ํฉ์ ๋๋ค ...
๋๋ ์ ์ด๋ ๋ฆฌ๋ ์ค์์ python3.9์ ์ค์นํ๊ธฐ์ํ ํด๊ฒฐ ๋ฐฉ๋ฒ์ ์ฐพ์์ต๋๋ค.
pip๋ฅผ ์ ๊ทธ๋ ์ด๋ํ์ญ์์ค. git ์์ค์์ wheel, Cython, obspy, numpy ๋ฐ geomag-algorthms ์ค์น
pip install -U pip wheel numpy Cython Obspy
pip install git+https://github.com/usgs/geomag-algorithms.git
GDAL ๋ฒ์ ๋ฐ๊ธฐ
sudo apt-get install libgdal-dev
VERSION=$(gdal-config --version)
OS์ ์ค์น๋ ๋ฒ์ ์ ๋ฐ๋ผ pip์ GDAL์ ์ค์นํฉ๋๋ค.
pip install GDAL==$VERSION
์ด์ scikit-learn์ ์ค์นํ ์ ์์ต๋๋ค.
pip install scikit-learn
์ด์ Windows์์ pip install --pre -U scikit-learn
์ (๋ฅผ) ์ํํ์ฌ ๋ฆด๋ฆฌ์ค ํ๋ณด๋ฅผ ์ค์นํ ์ ์์ต๋๋ค.
๊ทธ๋ฆฌ๊ณ ์ฌ์ฉ conda
๊ฐ์ง conda install -c conda-forge/label/scikit-learn_rc scikit-learn
.
pip install --pre -U scikit-learn์ fedora์์๋ ์๋ํฉ๋๋ค.
์ธ์ด ํ
์๋ํ์ง ์์ต๋๋ค
pip install --pre -U scikit-learn
scikit-learn ์์ง
์บ์ ๋ scikit_learn-0.24.0rc1-cp39-cp39-win_amd64.whl ์ฌ์ฉ (6.9MB)
์๊ตฌ ์ฌํญ์ด ์ด๋ฏธ ์ถฉ์กฑ ๋จ : scipy> = 0.19.1 in c : usersmasterappdatalocalpackagespythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0localcachelocal-packagespython39site-packages (from scikit-learn) (1.5.4)
์๊ตฌ ์ฌํญ์ด ์ด๋ฏธ ์ถฉ์กฑ ๋จ : numpy> = 1.13.3 in c : usersmasterappdatalocalpackagespythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0localcachelocal-packagespython39site-packages (from scikit-learn) (1.19.4)
์๊ตฌ ์ฌํญ์ด ์ด๋ฏธ ์ถฉ์กฑ ๋จ : joblib> = 0.11 in c : usersmasterappdatalocalpackagespythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0localcachelocal-packagespython39site-packages (from scikit-learn) (0.17.0)
์๊ตฌ ์ฌํญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋์์ต๋๋ค : threadpoolctl> = 2.0.0 in c : usersmasterappdatalocalpackagespythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0localcachelocal-packagespython39site-packages (from scikit-learn) (2.1.0)
์๊ตฌ ์ฌํญ์ด ์ด๋ฏธ ์ถฉ์กฑ ๋จ : numpy> = 1.13.3 in c : usersmasterappdatalocalpackagespythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0localcachelocal-packagespython39site-packages (from scikit-learn) (1.19.4)
์์ง ๋ ํจํค์ง ์ค์น : scikit-learn
์ค๋ฅ : ํ๊ฒฝ ์ค๋ฅ๋ก ์ธํด ํจํค์ง๋ฅผ ์ค์นํ ์ ์์ : [Errno 2] ํด๋น ํ์ผ ๋๋ ๋๋ ํ ๋ฆฌ ์์ : 'C : \ Users \ master \ AppData \ Local \ Packages \ PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0 \ LocalCache \ local-packages \ Python39 \ site-packages \ sklearn \ datasets \ tests \ data \ openml \ 292 \ api-v1-json-data-list-data_name-australian-limit-2-data_version-1-status-deactivated.json.gz '
๋ช
๋ น ์ธํฐํ๋ฆฌํฐ์์ ๋ช
๋ น์ ์ฌ์ฉํ์ญ์์ค.
pip install --pre --extra-index https://pypi.anaconda.org/scipy-wheels-nightly/simple scikit-learn
pip install --pre -U scikit-learn ์ Arch & Manjaro์์๋ ์๋ํฉ๋๋ค.
๋ํ:
์ ์ถ๊ฐ scikit-learn --allow-prereleases
pyproject.toml
์ [tool.poetry.dependnecies]
์ ์
๋ฐ์ดํธํ์ฌ ๋ค์์ ํฌํจํฉ๋๋ค.
scikit-learn = {version = "^0.23.2", allow-prereleases = true}
ํ์ฌ ๋ก์๋ 0.23.x ๋์ python3.9 ์ง์์ผ๋ก 0.24.0rc1์ ์ค์นํ์ฌ numpy ๋ณ๊ฒฝ ๋ฑ์ผ๋ก ์ธํด ๊ณต์ ๋ชจ๋ ๋ก๋ฉ์ ๋ํด ๋ถํํ์ต๋๋ค.
pip install --pre -U scikit-learn
๊ฐ์ฅ ์ ์ฉํ ๋๊ธ
๋ช ์ฃผ ํ์ :)