Problem Formulation Given an image stored at image.jpeg, a target width and height in pixels, and a target starting point (upper-left) x and y in the coordinate system. How to crop the given image in Python OpenCV so that the resulting image has width * height size? Here’s an example of how the original image … Read more
What made the internet overflow with Java language courses and people searching every other second on Google? If you search for the term “learn Java”, you’ll end up with more than 160 million results. In this article, we’ll examine if this hype is a mere exaggeration or if you as a software engineer should consider … Read more
You may have seen an import statement from . import your_module with the dot after the from keyword: What Does the Dot Mean? In Python, modules are defined in packages. If you want to import a certain module within a package that may be hierarchically structured, you need to specify the path of your module. … Read more
Having looked at the Python date and datetime modules in previous articles, today we’ll take a closer look at the time module and understand how to extract, input, and work with times in our coding. First, I’ll recap on computer time and introduce the time object we’ll be using with the functions we introduce later … Read more
You’d like to add text to your plot, perhaps to explain an outlier or label points. Matplotlib‘s text method allows you to add text as specified coordinates. But if you want the text to refer to a particular point, but you don’t want the text centered on that point? Often you’ll want the text slightly … Read more
Have you stumbled upon the strange-looking Python operator A |= B in a code snippet and you don’t know what it means? This article will clarify it once and for all! Let’s start with the short answer: Python’s A |= B applies the | operator in place. Thus, it is semantically identical to the longer-form … Read more
Bitcoin capital expenditure and energy overhead are often criticized to be unsustainably high. But are they worth it in relation to the value provided by the Bitcoin network? TLDR; Capex and energy costs are estimated using the USD value of the transaction fees paid by the Bitcoin traders. The value of the Bitcoin monetary system … Read more
Problem Formulation Given a single Bitcoin address in the form of a stream of characters such as the address of the first “Genesis” block ever created on the Bitcoin blockchain: 12c6DSiU4Rq3P4ZxziKxzrL5LmMBrzjrJX How to get all transactions for this BTC address in a Python script? Solution To get all transactions of a given Bitcoin address, import … Read more
Problem Formulation Say, you have a given URL stored as a string in your Python script. You know that if you’d call get url, the server returns a JSON object. How to get the JSON object from a given URL in Python? Solution with urllib and json Modules You can get the JSON object from … Read more
Problem Formulation Say, you want to get the current price of a cryptocurrency using Python’s inofficial binance API. How do you do this for a precise point in time? Step 1: Install Python Binance with pip If you haven’t already, install the Python Binance API using the pip package manager. Run pip install python-binance in … Read more
Problem Formulation Given a function object assigned to a name. How to get the name of the function as a string? For example, consider the following function your_function. How to get the name “your_function” from this? Your desired value of the result stored in string_name is the string “your_function”. Method 1: Use the __name__ Attribute … Read more
Summary: The best way to plot a Confusion Matrix with labels, is to use the ConfusionMatrixDisplay object from the sklearn.metrics module. Another simple and elegant way is to use the seaborn.heatmap() function. Note: All the solutions provided below have been verified using Python 3.9.0b5. Problem Formulation Imagine the following lists of Actual and Predicted values … Read more