Linux installation instructions for tensorflow:

sudo apt-get install gfortran libopenblas-dev build-essential python3 python3-dev python3-pip
sudo python3 -m pip install --upgrade spyder numpy matplotlib scipy pyqt5

sudo python3 -m pip install --upgrade tensorflow==1.15

# install pycharm:
sudo snap install pycharm-community --classic