You must be thinking, why would we want to have multiple plots in a single graph. That will only lead to confusion and clutter. But if you need to either do comparison between the two curves or if you want to show some gradual changes in the plots(relative to each other), etc. inContinue Reading
The image’s region with the data space is commonly known as Axes object. The flexible and basic unit for creating sub-plots is Axes. axes() Function This function is mainly used to create an axes object with argument. Given below is a basic syntax of this function: Let us take a look at the simplest example where we will use theContinue Reading
As we all know that matplotlib is a python library used to create visualization which is also a numerical extension of Numpy library. figure() Function To create a new figure the figure() function of the pyplot module is used in the matplotlib library. Syntax: The syntax to use this function is given below: Copy Parameters: Let us discussContinue Reading
Matplotlib Interfaces There are two types of interfaces in Matplotlib for visualization and these are given below: 1. MATLAB like interface Using Pyplot Interface You can easily generate plots using pyplot module in the matplotlib library just by importing matplotlib.pyplot module. There are some disadvantages too with this interface that’s why Object Oriented interfaceContinue Reading
This module mainly helps in bringing functions and classes from pyplot and NumPy into the global namespace which then becomes easier for the Matlab users. NOTE: Pylab conflicts with all sorts of built-in functions in Python, so it is abandoned and is not used much. Syntax to import the Pylab module The basic syntax to import the pylab module is given below: CopyContinue Reading
The visualization of the single line function that is y=f(x) is simplest among all. Let us take a look at creating simple plots of this type. In this tutorial, we will cover the following simple line plots: Now the first and foremost step is to set up the notebook for plotting and importing those functions that we willContinue Reading
The matplotlib.pyplot is basically the collection of command style functions that helps in making the Matplotlib work like MATLAB. New Notebook in Jupyter Notebook If you want to create a new notebook in Jupyter notebook where you desire to store your work then we have shown you the option in our previous tutorial. Now whenContinue Reading
Jupyter Notebook is an open-source web application with the help of which one can create and share documents containing live python code, visualizations, and code explanation. Features of Jupyter(IPython) Notebook Let us discuss the features of Jupyter Notebook after that we will discuss how to launch it and use it with Matplotlib library: Let usContinue Reading
As we know that Matplotlib is a powerful library which is used to visualize data in form of plots. You will see in our tutorial that with the help of this library one can create many types of plots like line, bar, histogram, contour, scatter, violin, and many more. It is used for creating 2D plotsContinue Reading
What is Matplotlib? Matplotlib is basically a Multiplatform visualization library for data that is built on NumPy Arrays. This Library is designed to work with the broader SciPy stack, which includes different modules of Python used for machine learning and data science. It was written by John D. Hunter in 2003 and it was born withContinue Reading
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