How to install NumPy SciPy Matplotlib for Python 3 on Ubuntu 19.04 18.04 16.04

How to install NumPy SciPy Matplotlib for Python 3 on Ubuntu 19.04 18.04 17.04 16.04
#python 3 and above
sudo apt-get install python3-pip python3-dev
sudo pip3 install numpy scipy matplotlib
sudo pip3 uninstall numpy scipy matplotlib
OR
sudo apt-get install python3-numpy python3-scipy python3-matplotlib
sudo apt-get purge python3-numpy python3-scipy python3-matplotlib
#Python 2.7
sudo apt-get install python-numpy python-scipy python-matplotlib
sudo apt-get purge python-numpy python-scipy python-matplotlib
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[ridael-mehdawe]

thanks a lot,
in case if someone can not import numpy or the other 2 in pycharm, you need to add the packages... after installation.. go to pycharm --setting--Project Interpreter--- then click + to add,

[subhojeetlearning]

After installation I am getting numpy 1.13.3 but I guess the latest version is 1.14. --upgrade is not helping. What am I doing wrong?

[narenbag]

Can you please tell me how to install scikits.bvp1lg package in ubuntu?