Hello, and welcome back. In this notebook, we will take a look at the recursive argument in the FindAll method. But in order to understand how the recursive argument works, we must first take a look at some basic properties of child tags. So, let’s get started. For simplicity, in the following examples, we will … Read more
Hello and welcome back. In this notebook, we will see how to search the parse tree using the class attribute and regular expressions. So, let’s begin by looking at the class attribute. Let’s suppose we wanted to find all the tags that had the attribute class equals “h2style.” Unfortunately, in this case, we can’t simply … Read more
Hello and welcome back. In this notebook, we will begin to explore how to search the parse tree created by BeautifulSoup. Now, BeautifulSoup provides a number of methods for searching the tree, but we will only cover the find all method in these lessons. If you’re interested, you can learn about other search methods in … Read more
Hello and welcome back. In this notebook, we will learn how to navigate the parse tree created by BeautifulSoup. So the most straightforward way of navigating the tree is by accessing the HTML or XML tags. We can access the tags as if they were attributes of the BeautifulSoup object as shown here. So let’s … Read more
Hello and welcome back. In this notebook, we will see how to parse an HTML file. In order to parse an HTML file, we need to parse the file into the BeautifulSoup constructor. We can parse our file to the BeautifulSoup constructor either as a string or as an open file handle as we have … Read more
Hello and welcome back. Before we start working with Beautiful Soup, let’s take a quick look at how HTML works. Now, you don’t have to be an HTML expert in order to use Beautiful Soup, but it’s definitely important to know the basic workings of HTML. HTML stands for Hypertext Markup Language, and it is … Read more
In the previous lessons, you learned how to create regular expressions and use them to find a specific patterns of text in documents. In some cases however, the text you want to analyze maybe already formatted as a website rather than in a plain text document. In principle, you could say the HTML contents of … Read more
Hello, and welcome back. In this lesson, we will learn how to use the re module to modify strings. Regex objects have the sub method that allow us to replace patterns within a string. So, let’s see how this works with a simple example. Here, we have a multi-line string that contains two instances of … Read more
Hello, and welcome back. In this notebook, we will learn how to make more complicated regular expressions using groups, the question mark, and the asterisk metacharacters. Let’s see how they work. Here, we have a multiline string with the names and the heights of the four highest mountains in the world according to Wikipedia. Our … Read more
In this notebook, we will see a practical application of regular expressions. In particular, we will use the special sequence backslash d to create regular expressions that will allow us to look for phone numbers. We will also learn about character sets and how they can be used to search for more complicated patterns of … Read more
In the previous lessons, you learned how to use the backslash meta character to create special sequences. We will now look at the following metacharacters. The dot, the caret, and the dollar sign. Let’s start by looking at the dot. As we saw before, the dot matches any character except newline characters. Let’s see an … Read more
We will now learn about another special sequence that you can create using the backslash, namely backslash b. The special sequence doesn’t really match a particular set of characters, but rather determines word boundaries. A word in this context is defined as a sequence of alphanumeric characters, while a boundary is defined as a whitespace, … Read more
In the previous lessons, we saw how we can match letters, words, and metacharacters. In this notebook, we will see how we can use regular expressions to perform more complex pattern matching using metacharacters. The first metacharacter we’re going to look at is the backslash. We already saw that the backslash can be used to … Read more
Now, let’s try to use a regular expression to find this period at the end of our sentence. So, let’s use a period as a regular expression and let’s run this code just as we did before. We can see that something has gone wrong. The finditer method has matched every single character in our … Read more
In this notebook, you will learn how to find letters and words in a string using regular expressions. Throughout this lessons, we will use the re module from Python’s standard library to work with regular expressions. The re module not only contains functions that allow us to check if a given regular expression matches a … Read more
Hello and welcome. The following lessons, we will learn how to create basic regular expressions in Python. As mentioned in the previous lesson, regular expressions or regexes as for short, allows us search for patterns of text in documents. But before we dive in and start creating our regular expressions, let’s take a quick look … Read more
Now, let’s see how we actually load our Script Module into C++. So for this, there is a requirement that we need LibTorch, so this is the C++ API for PyTorch and we’ll also want to use CMake for building our actual application. So, here we’re just going to make a very simple C++ application … Read more
Well, sometimes your model might use forms of control flow that don’t actually work with this tracing method. So, for example, you might have some if statements in your forward method that depend on your input. So, things like this, they’re fairly common in natural language processing problems. So, there is a second way to … Read more
Welcome to this lesson on using some really cool new features in Pytorch. So, this is specifically features that are being introduced and Pytorch 1.0. What they allow you to do is, export your train models and Pytorch that you’ve trained in Python, and export those to a version that you can then load up … Read more
Hi there. So, I’m going to be walking you through this tutorial for some new features in PyTorch 1.0. PyTorch 1.0 has been specifically built for making this transition between developing your model in Python, and then converting it into a module that you can load into a C++ environment. The reason I want to … Read more
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