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Machine translation, voice recognition, and even the act of writing all benefit significantly from language modeling, which is an integral aspect of NLP. The well-known statistical technique "n-gram language modeling" predicts the nth word in a string given the previous n terms. This tutorial dives deep into using the Natural Language Toolkit (NLTK), a robust Python toolkit for natural language processing tasks, for N-gram language modeling. Understanding N-grams and Language Modeling As a first step in our study, we will examine the basics of N-grams and language models. N-grams are sequences of n elements occurring together in a text. ... Read More
The wide range of libraries and tools makes python a popular and widely used programming language. One of the library which we will use in this article to complete the task of drawing a tic tac toe is Turtle. This library helps in creating graphics by using a virtual turtle. The commands are given to the virtual turtle on the window. In this article, we will use simple functions of the turtle library to draw the tic tac toe. What is Tic Tac Toe Board? Tic tac toe is a popular game, played on a 3*3 grid board. The ... Read More
Python is a modern programming language. The wide range of features, such as extensive libraries, simple syntax etc. has increased its popularity in different fields such as web development, data science, and many more. In this article, we will be using one of the libraries of python which is Arcade. This library will help us build a tree using different structures. What is Arcade Library? The arcade library was developed for creating more appealing graphics for games and other graphical applications. Less number of choices gave rise to a different library which became a modern python module. This ... Read More
Arcade library is one of the built-in libraries of python. It is extensively used in creating a variety of multimedia objects, which can be used in making of 2D games and other applications where graphics are required. In this article, we will be using Arcade library in Python for completing a task of creating a triangle. We will start by a brief introduction of Arcade library, its functions and use. What is Arcade Library? Arcade library was developed for removing the limitations of the Py.game module, since it was the only module used by the python game programmers. This ... Read More
Python is a popularly used programming language. It offers a wide range of tools and libraries which can be used for solving different problems, one of them is Matplotlib. This library provides various functions for data visualization and creating different plots. In this article, we will be using Matplotlib for drawing an unstructured triangular grid as liners or markers in python. What is Matplotlib and How to Install it? Matplotlib is one of the libraries of python. This library is very strong tool for serving the purpose of plotting graphs for visualizing data. It has a module named “pyplot” ... Read More
Python is an extensively used programming language. The presence of wide range of libraries and tools makes it a popular language. One of the libraries of python is Arcade. This library works as a multimedia library and provides graphic tools for the creation of 2D games, objects used in graphic applications and many more. In this article, we will be drawing an arc using Arcade library in Python. We will be using two different methods for completing the task provided to us. Let’s start by understanding the basics of Arcade library. Arcade Library Arcade library was developed for ... Read More
Python is one of the most popular languages in the programming world. The wide range of libraries and tools which are offered by the python language makes it mostly used language. Talking about the libraries we have Arcade library, a python library which works as the multimedia library helps in creating 2D games and graphics which can be included in them. In this article, we will be using the Arcade library for drawing an ellipse in Python. What is Arcade Library? A multimedia library in python, it provides various functions for creating 2D games, graphical objects, using shapes such ... Read More
The Derivative of a function is one of the key concepts used in calculus. It is a measure of how much the function changes as we change the output. Whereas Matplotlib is a plotting library for python, since it does not provide a direct method to calculate the derivative of a function you need to use NumPy, which is also one of the python libraries and you can use it to calculate the derivative of a function and Matplotlib for visualizing the results. In this article, we will be calculating the derivative of a function using the NumPy ... Read More
Python being a versatile programming language supports a wide range of libraries for various applications. It supports multiple programming paradigms, including structured, object-oriented, and functional programming. In this article, we will learn about matplotlib, how to create a graph using this library and then how to change the font size of the title in matplotlib figure by various methods. What is Matplotlib? Matplotlib is a multi-platform data visualization library. It is a full library for creating an animated and interactive visualization in python. It is an amazing visualization library in python for 2D and 3D plots of the array. ... Read More
Matplotlib one of the libraries of python, which plays an important role in beautifying plots and making the data analysis and data visualization an easier task. You can use Matplotlib for experimenting, by using different options available in it and creating a more appealing, informative plot. One common customization in Matplotlib is changing the line width of a graph plot. Since, line width controls the thickness of the lines, which are used in the plots at various points such as in connecting the plot points, etc. In this article, we will be learning how to change the line ... Read More