Matplotlib is a Python 2D plotting library which produces publication quality

figures in a variety of hardcopy formats and interactive environments across

platforms. Matplotlib can be used in Python scripts, the Python and IPython shells,

the Jupyter notebook, web application servers, and four graphical user interface toolkits.