setup-scripts/prepare-python3.sh at master · Marcnuth/setup-scripts · GitHub

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# python & packages
sudo apt-get -y install python3-dev
sudo apt-get -y install python3-pip
sudo apt-get -y install python3-setuptools
sudo apt-get -y install python3-tk
sudo apt-get -y install python3-mysqldb
sudo apt-get -y install gdb python3-dgb
echo '=> Python3-pip is installed'

# machine learning packages
sudo pip3 install --upgrade pip
sudo pip3 install tqdm
sudo pip3 install numpy
sudo pip3 install scipy
sudo pip3 install pandas
sudo pip3 install -U scikit-learn
sudo pip3 install -U imbalanced-learn
sudo pip3 install matplotlib
sudo pip3 install seaborn
sudo pip3 install tensorflow
sudo pip3 install jupyter
sudo pip3 install -U scikit-image
sudo pip3 install -U pydicom
sudo pip3 install -U keras
sudo pip3 install -U SimpleITK
sudo pip3 install -U statsmodels
sudo ./prepare-xgboost.sh

# others
sudo pip3 install --upgrade docopt
sudo pip3 install --upgrade rope
sudo pip3 install --upgrade jedi
sudo pip3 install --upgrade flake8
sudo pip3 install --upgrade importmagic
sudo pip3 install --upgrade autopep8
sudo pip3 install --upgrade yapf
sudo pip3 install --upgrade ipdb
sudo pip3 install --upgrade pdb
ln -sf /usr/local/bin/ipdb3 /usr/local/bin/ipdb

sudo pip3 install ConfigParser
sudo pip3 install mysql-python
sudo pip3 install luigi
sudo pip3 install apache-airflow
sudo pip3 install "airflow[mysql, hive]"
sudo pip3 install arrow
sudo pip3 install pony
sudo pip3 install mongoengine