Cannot install scikit-learn on Jetson Nano

Autonomous Machines Jetson & Embedded Systems Jetson Nano
1

I tried installing scikit-learn using the below command on Ubuntu in Jetson Nano. But I am getting the following the error.

command to install: “pip3 install scikit-learn --user”

ERROR: Command errored out with exit status 1:
 command: /usr/bin/python3 /home/sanjay/.local/lib/python3.6/site-packages/pip/_vendor/pep517/_in_process.py prepare_metadata_for_build_wheel /tmp/tmpljzbeniv
     cwd: /tmp/pip-install-2jqfnr54/scipy
Complete output (109 lines):
lapack_opt_info:
lapack_mkl_info:
customize UnixCCompiler
  libraries mkl_rt not found in ['/usr/local/lib', '/usr/lib', '/usr/lib/aarch64-linux-gnu']
  NOT AVAILABLE

openblas_lapack_info:
  libraries openblas not found in ['/usr/local/lib', '/usr/lib', '/usr/lib/aarch64-linux-gnu']
  NOT AVAILABLE

openblas_clapack_info:
  libraries openblas,lapack not found in ['/usr/local/lib', '/usr/lib', '/usr/lib/aarch64-linux-gnu']
  NOT AVAILABLE

flame_info:
  libraries flame not found in ['/usr/local/lib', '/usr/lib', '/usr/lib/aarch64-linux-gnu']
  NOT AVAILABLE

atlas_3_10_threads_info:
Setting PTATLAS=ATLAS
  libraries lapack_atlas not found in /usr/local/lib
  libraries tatlas,tatlas not found in /usr/local/lib
  libraries lapack_atlas not found in /usr/lib
  libraries tatlas,tatlas not found in /usr/lib
  libraries lapack_atlas not found in /usr/lib/aarch64-linux-gnu
  libraries tatlas,tatlas not found in /usr/lib/aarch64-linux-gnu
<class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
  NOT AVAILABLE

atlas_3_10_info:
  libraries lapack_atlas not found in /usr/local/lib
  libraries satlas,satlas not found in /usr/local/lib
  libraries lapack_atlas not found in /usr/lib
  libraries satlas,satlas not found in /usr/lib
  libraries lapack_atlas not found in /usr/lib/aarch64-linux-gnu
  libraries satlas,satlas not found in /usr/lib/aarch64-linux-gnu
<class 'numpy.distutils.system_info.atlas_3_10_info'>
  NOT AVAILABLE

atlas_threads_info:
Setting PTATLAS=ATLAS
  libraries lapack_atlas not found in /usr/local/lib
  libraries ptf77blas,ptcblas,atlas not found in /usr/local/lib
  libraries lapack_atlas not found in /usr/lib
  libraries ptf77blas,ptcblas,atlas not found in /usr/lib
  libraries lapack_atlas not found in /usr/lib/aarch64-linux-gnu
  libraries ptf77blas,ptcblas,atlas not found in /usr/lib/aarch64-linux-gnu
<class 'numpy.distutils.system_info.atlas_threads_info'>
  NOT AVAILABLE

atlas_info:
  libraries lapack_atlas not found in /usr/local/lib
  libraries f77blas,cblas,atlas not found in /usr/local/lib
  libraries lapack_atlas not found in /usr/lib
  libraries f77blas,cblas,atlas not found in /usr/lib
  libraries lapack_atlas not found in /usr/lib/aarch64-linux-gnu
  libraries f77blas,cblas,atlas not found in /usr/lib/aarch64-linux-gnu
<class 'numpy.distutils.system_info.atlas_info'>
  NOT AVAILABLE

accelerate_info:
  NOT AVAILABLE

lapack_info:
  libraries lapack not found in ['/usr/local/lib', '/usr/lib', '/usr/lib/aarch64-linux-gnu']
  NOT AVAILABLE

lapack_src_info:
  NOT AVAILABLE

  NOT AVAILABLE

setup.py:420: UserWarning: Unrecognized setuptools command ('dist_info --egg-base /tmp/pip-modern-metadata-pln4w8s1'), proceeding with generating Cython sources and expanding templates
  ' '.join(sys.argv[1:])))
Running from scipy source directory.
/usr/local/lib/python3.6/dist-packages/numpy/distutils/system_info.py:1730: 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.
  return getattr(self, '_calc_info_{}'.format(name))()
/usr/local/lib/python3.6/dist-packages/numpy/distutils/system_info.py:1730: 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.
  return getattr(self, '_calc_info_{}'.format(name))()
Traceback (most recent call last):
  File "/home/sanjay/.local/lib/python3.6/site-packages/pip/_vendor/pep517/_in_process.py", line 257, in <module>
    main()
  File "/home/sanjay/.local/lib/python3.6/site-packages/pip/_vendor/pep517/_in_process.py", line 240, in main
    json_out['return_val'] = hook(**hook_input['kwargs'])
  File "/home/sanjay/.local/lib/python3.6/site-packages/pip/_vendor/pep517/_in_process.py", line 110, in prepare_metadata_for_build_wheel
    return hook(metadata_directory, config_settings)
  File "/usr/local/lib/python3.6/dist-packages/setuptools/build_meta.py", line 156, in prepare_metadata_for_build_wheel
    self.run_setup()
  File "/usr/local/lib/python3.6/dist-packages/setuptools/build_meta.py", line 237, in run_setup
    self).run_setup(setup_script=setup_script)
  File "/usr/local/lib/python3.6/dist-packages/setuptools/build_meta.py", line 142, in run_setup
    exec(compile(code, __file__, 'exec'), locals())
  File "setup.py", line 540, in <module>
    setup_package()
  File "setup.py", line 536, in setup_package
    setup(**metadata)
  File "/usr/local/lib/python3.6/dist-packages/numpy/distutils/core.py", line 137, in setup
    config = configuration()
  File "setup.py", line 435, in configuration
    raise NotFoundError(msg)
numpy.distutils.system_info.NotFoundError: No lapack/blas resources found.
----------------------------------------

ERROR: Command errored out with exit status 1: /usr/bin/python3 /home/sanjay/.local/lib/python3.6/site-packages/pip/_vendor/pep517/_in_process.py prepare_metadata_for_build_wheel /tmp/tmpljzbeniv Check the logs for full command output.

Any help on how to resolve this would be appreciated.

3

Check below step.

pip3 install --upgrade setuptools
sudo pip3 install -U setuptools
sudo apt-get install libpcap-dev libpq-dev
sudo pip3 install cython

sudo pip3 install git+https://github.com/scikit-learn/scikit-learn.git