[Python] 필수 Library/Tools 설치(user mode)

# sudo apt install python3-testresources
# sudo apt install libxcb-xinerama0

# python3 -m pip install --user --upgrade pip setuptools wheel packaging requests opt_einsum
# python3 -m pip install --user --upgrade keras_preprocessing --no-deps
# python3 -m pip install --user --upgrade numpy scipy matplotlib ipython h5py jupyter spyder pandas sympy nose
# python3 -m pip install --user --upgrade scikit-learn ipyparallel pydot pydotplus pydot_ng graphviz

# sudo apt install graphviz

# echo 'export PATH=$PATH:'$(python3 -c 'import site; print(site.USER_BASE)')'/bin' >> ~/.bash_profile
# source ~/.bash_profile

# python3 -m pip freeze --user > requirements.txt
(상기 설치 내역 한번에 재설치시 # python -m pip install --user -r requirements.txt 실행)


아래는 TensorFlow 설치

# python3 -m pip install --user --upgrade tensorflow
# python3 -m pip install --user --upgrade tensorflow_datasets
# python3 -m pip install --user --upgrade tensorflow-text
# python3 -m pip install --user --upgrade tensorboard
# python3 -m pip install --user --upgrade onnx
# python3 -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))"

 

참고: https://testtube.tistory.com/68 

[Ubuntu 20.04] Python3 Installation

 

https://www.lesstif.com/python/python-pip-user-mode-95879683.html

python pip 를 user mode 로 사용하기

https://tensorflow.blog/%ed%8c%8c%ec%9d%b4%ec%8d%ac-%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d/1-4-%ed%95%84%ec%88%98-%eb%9d%bc%ec%9d%b4%eb%b8%8c%eb%9f%ac%eb%a6%ac%ec%99%80-%eb%8f%84%ea%b5%ac%eb%93%a4/

1.4 필수 라이브러리와 도구들

https://packaging.python.org/en/latest/tutorials/installing-packages/

Installing Packages — Python Packaging User Guide

https://wikidocs.net/14629

1.1 Python 설치와 구동