Matplotlib is also available as uncompiled source files. Matplotlib and its dependencies can be downloaded as a binary (pre-compiled) package from the Python Package Index (PyPI), and installed with the following command: python -m pip install matplotlib Axes include the X-Axis, Y-Axis, and possibly a Z-Axis, as well.įor more information about the pyplot API and interface, refer to What Is Pyplot In Matplotlib Installing Matplotlib : Axes contain most of the elements in a plot : Axis, Tick, Line2D, Text, etc., and sets the coordinates.It includes everything visualized in a plot including one or more Axes. Understanding matplotlib’s pyplot API is key to understanding how to work with plots: As a result, the pyplot interface is more commonly used, and is referred to by default in this article. The OO API and its interface is more customizable and powerful than pyplot, but considered more difficult to use. In fact, matplotlib was originally written as an open source alternative for MATLAB. The pyplot API has a convenient MATLAB-style stateful interface. This API provides direct access to Matplotlib’s backend layers.

An OO (Object-Oriented) API collection of objects that can be assembled with greater flexibility than pyplot.The pyplot API is a hierarchy of Python code objects topped by matplotlib.pyplot.The matplotlib scripting layer overlays two APIs: Developers can also use matplotlib’s APIs (Application Programming Interfaces) to embed plots in GUI applications.Ī Python matplotlib script is structured so that a few lines of code are all that is required in most instances to generate a visual data plot. As such, it offers a viable open source alternative to MATLAB. Matplotlib is a cross-platform, data visualization and graphical plotting library for Python and its numerical extension NumPy.

Pylab module python