(base) user@ubuntu:~$ conda create --name test_env python=3.9 Collecting package metadata (current_repodata.json): done Solving environment: done ## Package Plan ## environment location: /home/user/miniconda3/envs/test_env added / updated specs: - python=3.9 The following NEW packages will be INSTALLED: _libgcc_mutex pkgs/main/linux-64::_libgcc_mutex-0.1-main _openmp_mutex pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu ca-certificates pkgs/main/linux-64::ca-certificates-2023.01.10-h06a4308_0 certifi pkgs/main/linux-64::certifi-2022.12.7-py39h06a4308_0 ld_impl_linux-64 pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1 libffi pkgs/main/linux-64::libffi-3.4.2-h6a678d5_6 libgcc-ng pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1 libgomp pkgs/main/linux-64::libgomp-11.2.0-h1234567_1 libstdcxx-ng pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1 ncurses pkgs/main/linux-64::ncurses-6.4-h6a678d5_0 openssl pkgs/main/linux-64::openssl-1.1.1t-h7f8727e_0 pip pkgs/main/linux-64::pip-22.3.1-py39h06a4308_0 python pkgs/main/linux-64::python-3.9.16-h7a1cb2a_0 readline pkgs/main/linux-64::readline-8.2-h5eee18b_0 setuptools pkgs/main/linux-64::setuptools-65.6.3-py39h06a4308_0 sqlite pkgs/main/linux-64::sqlite-3.40.1-h5082296_0 tk pkgs/main/linux-64::tk-8.6.12-h1ccaba5_0 tzdata pkgs/main/noarch::tzdata-2022g-h04d1e81_0 wheel pkgs/main/linux-64::wheel-0.38.4-py39h06a4308_0 xz pkgs/main/linux-64::xz-5.2.10-h5eee18b_1 zlib pkgs/main/linux-64::zlib-1.2.13-h5eee18b_0 Proceed ([y]/n)? y Downloading and Extracting Packages Preparing transaction: done Verifying transaction: done Executing transaction: done # # To activate this environment, use # # $ conda activate test_env # # To deactivate an active environment, use # # $ conda deactivate (base) user@ubuntu:~$ conda activate test_env (test_env) user@ubuntu:~$ conda install -c conda-forge paramiko Collecting package metadata (current_repodata.json): done Solving environment: done ## Package Plan ## environment location: /home/user/miniconda3/envs/test_env added / updated specs: - paramiko The following NEW packages will be INSTALLED: bcrypt conda-forge/linux-64::bcrypt-3.2.2-py39hb9d737c_0 cffi conda-forge/linux-64::cffi-1.15.0-py39h4bc2ebd_0 cryptography conda-forge/linux-64::cryptography-3.4.8-py39h95dcef6_1 libsodium conda-forge/linux-64::libsodium-1.0.18-h36c2ea0_1 paramiko conda-forge/noarch::paramiko-3.0.0-pyhd8ed1ab_0 pycparser conda-forge/noarch::pycparser-2.21-pyhd8ed1ab_0 pynacl conda-forge/linux-64::pynacl-1.5.0-py39hb9d737c_1 python_abi conda-forge/linux-64::python_abi-3.9-2_cp39 six conda-forge/noarch::six-1.16.0-pyh6c4a22f_0 The following packages will be SUPERSEDED by a higher-priority channel: ca-certificates pkgs/main::ca-certificates-2023.01.10~ --> conda-forge::ca-certificates-2022.12.7-ha878542_0 certifi pkgs/main/linux-64::certifi-2022.12.7~ --> conda-forge/noarch::certifi-2022.12.7-pyhd8ed1ab_0 Proceed ([y]/n)? y Downloading and Extracting Packages Preparing transaction: done Verifying transaction: done Executing transaction: done (test_env) user@ubuntu:~$ python -V Python 3.9.16 (test_env) user@ubuntu:~$ python Python 3.9.16 (main, Jan 11 2023, 16:05:54) [GCC 11.2.0] :: Anaconda, Inc. on linux Type "help", "copyright", "credits" or "license" for more information. >>> import paramiko >>> print(paramiko.__version__) 3.0.0 >>> exit() (test_env) user@ubuntu:~$ conda install -c intel intel-aikit-tensorflow Collecting package metadata (current_repodata.json): done Solving environment: \ Warning: 2 possible package resolutions (only showing differing packages): - intel/linux-64::libwebp-1.2.0-h89dd481_1 - intel/linux-64::libwebp-1.2.0-h89dd481nogiflibdone ## Package Plan ## environment location: /home/user/miniconda3/envs/test_env added / updated specs: - intel-aikit-tensorflow The following NEW packages will be INSTALLED: abseil-cpp pkgs/main/linux-64::abseil-cpp-20211102.0-hd4dd3e8_0 absl-py pkgs/main/linux-64::absl-py-1.3.0-py39h06a4308_0 aiohttp intel/linux-64::aiohttp-3.7.4.post0-py39h7f8727e_2 alembic intel/noarch::alembic-1.7.7-pyhd8ed1ab_0 astunparse intel/noarch::astunparse-1.6.3-py_0 async-timeout intel/linux-64::async-timeout-3.0.1-py39h06a4308_0 attrs intel/noarch::attrs-21.4.0-pyhd3eb1b0_0 bidict intel/noarch::bidict-0.21.2-pyhd3eb1b0_0 blinker intel/linux-64::blinker-1.4-py39h06a4308_0 brotli intel/linux-64::brotli-1.0.9-hf484d3e_2 brotlipy intel/linux-64::brotlipy-0.7.0-py39h27cfd23_1003 c-ares intel/linux-64::c-ares-1.18.1-h7f8727e_0 cachetools intel/noarch::cachetools-4.2.2-pyhd3eb1b0_0 chardet intel/linux-64::chardet-4.0.0-py39h06a4308_1003 charset-normalizer intel/noarch::charset-normalizer-2.0.4-pyhd3eb1b0_0 click intel/linux-64::click-8.0.4-py39h06a4308_0 cloudpickle intel/noarch::cloudpickle-1.6.0-py_0 contextlib2 intel/noarch::contextlib2-0.5.5-py_2 cycler intel/noarch::cycler-0.11.0-pyhd3eb1b0_0 cython intel/linux-64::cython-0.29.32-py39hfda35ba_0 dpcpp-cpp-rt intel/linux-64::dpcpp-cpp-rt-2023.0.0-intel_25370 dpcpp_cpp_rt intel/linux-64::dpcpp_cpp_rt-2023.0.0-intel_25370 flask intel/noarch::flask-1.1.2-pyhd3eb1b0_0 flask-cors intel/noarch::flask-cors-3.0.10-pyhd3eb1b0_0 flask-socketio intel/noarch::flask-socketio-5.1.0-pyhd3eb1b0_0 flatbuffers intel/linux-64::flatbuffers-2.0.0-h2531618_0 fonttools intel/noarch::fonttools-4.25.0-pyhd3eb1b0_0 fortran_rt intel/linux-64::fortran_rt-2023.0.0-intel_25370 freetype intel/linux-64::freetype-2.12.1-hb267b13_2 future intel/linux-64::future-0.18.2-py39h06a4308_1 gast intel/noarch::gast-0.4.0-py_0 gevent intel/linux-64::gevent-21.8.0-py39h7f8727e_1 gevent-websocket intel/linux-64::gevent-websocket-0.10.1-py39h06a4308_1 giflib intel/linux-64::giflib-5.2.1-h7b6447c_1 google-auth intel/noarch::google-auth-1.33.0-pyhd3eb1b0_0 google-auth-oauth~ intel/noarch::google-auth-oauthlib-0.4.1-py_2 google-pasta intel/noarch::google-pasta-0.2.0-py_0 greenlet intel/linux-64::greenlet-1.1.1-py39h295c915_0 grpc-cpp pkgs/main/linux-64::grpc-cpp-1.46.1-h33aed49_1 grpcio intel/linux-64::grpcio-1.42.0-py39hce63b2e_0 h5py intel/linux-64::h5py-3.6.0-py39ha0f2276_0 hdf5 intel/linux-64::hdf5-1.10.6-hb1b8bf9_0 hyperopt intel/noarch::hyperopt-0.2.5-pyh9f0ad1d_0 icc_rt intel/linux-64::icc_rt-2023.0.0-intel_25370 icu pkgs/main/linux-64::icu-58.2-he6710b0_3 idna intel/linux-64::idna-3.4-py39h06a4308_0 impi-devel intel/linux-64::impi-devel-2021.8.0-intel_25329 impi_rt intel/linux-64::impi_rt-2021.8.0-intel_25329 importlib-metadata intel/linux-64::importlib-metadata-4.8.1-py39h06a4308_0 importlib_resourc~ intel/noarch::importlib_resources-5.2.0-pyhd3eb1b0_1 intel-aikit-tenso~ intel/linux-64::intel-aikit-tensorflow-2023.1.0-py39_0 intel-cmplr-lib-rt intel/linux-64::intel-cmplr-lib-rt-2023.0.0-intel_25370 intel-cmplr-lic-rt intel/linux-64::intel-cmplr-lic-rt-2023.0.0-intel_25370 intel-fortran-rt intel/linux-64::intel-fortran-rt-2023.0.0-intel_25370 intel-opencl-rt intel/linux-64::intel-opencl-rt-2023.0.0-intel_25370 intel-openmp intel/linux-64::intel-openmp-2023.0.0-intel_25370 intelpython intel/linux-64::intelpython-2023.0.0-1 itsdangerous intel/noarch::itsdangerous-2.0.1-pyhd3eb1b0_0 jinja2 intel/noarch::jinja2-3.0.1-pyhd3eb1b0_0 joblib intel/noarch::joblib-1.0.1-pyh3f38642_3 jpeg intel/linux-64::jpeg-9e-h7f8727e_1 keras pkgs/main/linux-64::keras-2.10.0-py39h06a4308_0 keras-preprocessi~ intel/noarch::keras-preprocessing-1.1.2-pyhd3eb1b0_0 kiwisolver intel/linux-64::kiwisolver-1.4.2-py39h295c915_0 krb5 intel/linux-64::krb5-1.19.2-hac12032_0 lcms2 intel/linux-64::lcms2-2.12-h3be6417_1 lerc intel/linux-64::lerc-3.0-h295c915_0 libclang pkgs/main/linux-64::libclang-14.0.6-default_hc1a23ef_0 libclang13 pkgs/main/linux-64::libclang13-14.0.6-default_h31cde19_0 libcurl pkgs/main/linux-64::libcurl-7.87.0-h91b91d3_0 libdeflate intel/linux-64::libdeflate-1.8-h7f8727e_5 libedit intel/linux-64::libedit-3.1.20210910-h7f8727e_0 libev intel/linux-64::libev-4.33-h7f8727e_1 libgfortran-ng intel/linux-64::libgfortran-ng-7.3.0-hdf63c60_0 libllvm14 pkgs/main/linux-64::libllvm14-14.0.6-h9e868ea_1 libnghttp2 intel/linux-64::libnghttp2-1.46.0-hce63b2e_0 libpng intel/linux-64::libpng-1.6.37-8 libprotobuf pkgs/main/linux-64::libprotobuf-3.20.3-he621ea3_0 libssh2 intel/linux-64::libssh2-1.10.0-h8f2d780_0 libtiff intel/linux-64::libtiff-4.4.0-hecacb30_0 libuv intel/linux-64::libuv-1.40.0-h7b6447c_2 libwebp intel/linux-64::libwebp-1.2.0-h89dd481_1 libwebp-base intel/linux-64::libwebp-base-1.2.0-h7f98852_3 lz4-c intel/linux-64::lz4-c-1.9.3-h688b341_1 mako intel/linux-64::mako-1.2.3-py39h06a4308_0 markdown intel/linux-64::markdown-3.3.4-py39h06a4308_0 markupsafe intel/linux-64::markupsafe-2.0.1-py39h27cfd23_0 matplotlib-base intel/linux-64::matplotlib-base-3.4.3-py39hbbc1b5f_0 mkl intel/linux-64::mkl-2023.0.0-intel_25398 mkl-service intel/linux-64::mkl-service-2.4.0-py39h3605609_14 mkl_fft intel/linux-64::mkl_fft-1.3.1-py39hcab1719_22 mkl_random intel/linux-64::mkl_random-1.2.2-py39hbf47bc3_22 mkl_umath intel/linux-64::mkl_umath-0.1.1-py39hf66a691_32 multidict intel/linux-64::multidict-5.1.0-py39h27cfd23_2 munkres intel/noarch::munkres-1.1.4-py_0 networkx intel/noarch::networkx-2.6.2-pyhd3eb1b0_2 neural-compressor~ intel/noarch::neural-compressor-full-1.14.2-pyhdless_2 numpy intel/linux-64::numpy-1.22.3-py39hf0956d0_5 numpy-base intel/linux-64::numpy-base-1.22.3-py39h45c9ace_5 oauthlib intel/noarch::oauthlib-3.2.0-pyhd8ed1ab_0 opencv-python-hea~ intel/linux-64::opencv-python-headless-4.5.5.64-py39_2 opt_einsum intel/noarch::opt_einsum-3.3.0-pyhd3eb1b0_1 packaging intel/noarch::packaging-21.3-pyhd3eb1b0_0 pandas intel/linux-64::pandas-1.5.1-py39h849917f_0 pillow intel/linux-64::pillow-9.2.0-py39hace64e9_1 prettytable intel/noarch::prettytable-0.7.2-py_3 protobuf pkgs/main/linux-64::protobuf-3.20.3-py39h6a678d5_0 psutil intel/linux-64::psutil-5.8.0-py39h27cfd23_2 py-cpuinfo intel/noarch::py-cpuinfo-8.0.0-pyhd3eb1b0_0 pyasn1 intel/noarch::pyasn1-0.4.8-py_0 pyasn1-modules intel/noarch::pyasn1-modules-0.2.8-py_0 pycocotools intel/linux-64::pycocotools-2.0.2-py39hce5d2b2_2 pyjwt intel/noarch::pyjwt-2.3.0-pyhd8ed1ab_1 pymongo intel/linux-64::pymongo-3.12.0-py39h295c915_0 pyopenssl intel/noarch::pyopenssl-21.0.0-pyhd3eb1b0_1 pyparsing intel/linux-64::pyparsing-3.0.9-py39h06a4308_0 pysocks intel/linux-64::pysocks-1.7.1-py39h06a4308_0 python-dateutil intel/linux-64::python-dateutil-2.8.2-py39_2 python-engineio intel/noarch::python-engineio-4.1.0-pyhd3eb1b0_0 python-flatbuffers intel/noarch::python-flatbuffers-2.0-pyhd8ed1ab_0 python-socketio intel/noarch::python-socketio-5.3.0-pyhd3eb1b0_0 pytz intel/linux-64::pytz-2022.1-py39h06a4308_0 pyyaml intel/linux-64::pyyaml-6.0-py39h7f8727e_1 re2 pkgs/main/linux-64::re2-2022.04.01-h295c915_0 requests intel/linux-64::requests-2.28.1-py39h06a4308_0 requests-oauthlib intel/noarch::requests-oauthlib-1.3.0-py_0 rsa intel/noarch::rsa-4.7.2-pyhd3eb1b0_1 schema intel/noarch::schema-0.7.4-pyh44b312d_0 scikit-learn intel/linux-64::scikit-learn-1.1.1-py39h6a678d6_0 scipy intel/linux-64::scipy-1.7.3-py39h55cddf7_6 sigopt intel/noarch::sigopt-5.3.1-py_0 snappy intel/linux-64::snappy-1.1.9-h295c915_0 sqlalchemy intel/linux-64::sqlalchemy-1.4.27-py39h7f8727e_0 tbb intel/linux-64::tbb-2021.8.0-intel_25334 tbb4py intel/linux-64::tbb4py-2021.8.0-py39_intel_25334 tensorboard pkgs/main/linux-64::tensorboard-2.10.0-py39h06a4308_0 tensorboard-data-~ intel/linux-64::tensorboard-data-server-0.6.0-py39hca6d32c_0 tensorboard-plugi~ intel/noarch::tensorboard-plugin-wit-1.6.0-py_0 tensorflow intel/linux-64::tensorflow-2.10.0-py39_0 tensorflow-base intel/linux-64::tensorflow-base-2.10.0-py39_0 tensorflow-estima~ pkgs/main/linux-64::tensorflow-estimator-2.10.0-py39h06a4308_0 termcolor intel/linux-64::termcolor-1.1.0-py39h06a4308_1 threadpoolctl intel/noarch::threadpoolctl-2.2.0-pyh0d69192_0 tornado intel/linux-64::tornado-6.1-py39h27cfd23_0 tqdm intel/linux-64::tqdm-4.64.0-py39h06a4308_0 typing-extensions intel/noarch::typing-extensions-4.1.1-hd3eb1b0_0 typing_extensions intel/noarch::typing_extensions-4.1.1-pyh06a4308_0 urllib3 intel/linux-64::urllib3-1.26.12-py39h06a4308_0 werkzeug intel/noarch::werkzeug-2.0.2-pyhd3eb1b0_2 wrapt intel/linux-64::wrapt-1.13.3-py39h7f8727e_2 yaml intel/linux-64::yaml-0.2.5-h7b6447c_0 yarl intel/linux-64::yarl-1.6.3-py39h27cfd23_0 zipp intel/noarch::zipp-3.6.0-pyhd3eb1b0_0 zope.event intel/linux-64::zope.event-4.5.0-py39h06a4308_0 zope.interface intel/linux-64::zope.interface-5.4.0-py39h3811e60_0 zstd intel/linux-64::zstd-1.5.2-ha4553b6_2 The following packages will be SUPERSEDED by a higher-priority channel: ca-certificates conda-forge::ca-certificates-2022.12.~ --> intel::ca-certificates-2022.10.11-h06a4308_0 certifi conda-forge/noarch::certifi-2022.12.7~ --> intel/linux-64::certifi-2022.9.24-py39h06a4308_0 Proceed ([y]/n)? y Downloading and Extracting Packages Preparing transaction: done Verifying transaction: done Executing transaction: Installed package of scikit-learn can be accelerated using scikit-learn-intelex. More details are available here: https://intel.github.io/scikit-learn-intelex For example: $ conda install scikit-learn-intelex $ python -m sklearnex my_application.py done (test_env) user@ubuntu:~$ python Python 3.9.16 (main, Jan 11 2023, 16:05:54) [GCC 11.2.0] :: Anaconda, Inc. on linux Type "help", "copyright", "credits" or "license" for more information. >>> import paramiko >>> print(paramiko.__version__) 3.0.0 (test_env) user@ubuntu:~$ conda list | grep paramiko paramiko 3.0.0 pyhd8ed1ab_0 conda-forge