It’s time to stop using Python 3.7

Upgrading to new software versions is work, and work that doesn’t benefit your software’s users. Users care about features and bug fixes, not how up-to-date you are. So it’s perhaps not surprising how many people still use Python 3.7. As of December 2022, almost 30% of packages downloaded from PyPI were for Python 3.7. This includes automated downloads as part of CI runs, so it doesn’t mean 3.7 is used in 30% of applications, but that’s still a lot of […]

December 7, 2022 Natural Language Processing, Python

What is Chat GPT? Can it replace Human Beings?

Read till last to know how dangerously good this tool is. GPT-3, or Generative Pretrained Transformer 3, is a state-of-the-art language model developed by OpenAI. It uses a deep learning technique called transformer architecture to generate human-like text based on a given prompt. GPT-3 is trained on a massive amount of data, including books,

December 7, 2022 Natural Language Processing, Python

ChatGPT acts like a virtual cloud

More amazing outputs from the latest model in town I’m pretty sure ChatGPT needs no introduction now and its applications are witnessing explosive growth. Recently, one of my friends shared this article, where the author starts simply with recreating the terminal using ChatGPT and goes all the

December 7, 2022 Natural Language Processing, Python

Is ChatGPT the future of software development?

A simple pair coding experiment with this new language model Introduction By looking at Medium, Towards Data Science, Twitter, and other popular social network, during last week the main topic of discussion was the

December 7, 2022 Python

Build Command-Line Interfaces With Python’s argparse

Command-line apps may not be common in the general user’s space, but they’re present in development, data science, systems administration, and many other operations. Every command-line app needs a user-friendly command-line interface (CLI) so that you can interact with the app itself. In Python, you can create full-featured CLIs with the argparse module from the standard library. In this article, you’ll learn how to: Get started with command-line interfaces Organize and lay out a command-line app project in Python Create […]

December 6, 2022 Python

Using FCM V1 API in Python easily

December 6, 2022 Python

Python Basics: Dictionaries

In plain English, a dictionary is a book containing the definitions of words. Each entry in a dictionary has two parts: the word being defined, and its definition. Python dictionaries, like lists and tuples, store a collection of objects. However, instead of storing objects in a sequence, dictionaries hold information in pairs of data called key-value pairs. That is, each object in a dictionary has two parts: a key and a value. Each key is assigned a single value, which […]

December 5, 2022 Python

My Favorite Way to Smooth Noisy Data With Python

Nearly all real-world data is noisy. What do I mean by noisy? Consider the following simple example: I’ve got a mass attached to a spring — I pull on the mass (stretching the spring) and then let go. From intuition, we know that the mass will oscillate up and down until it eventually comes to rest because of friction/damping in the system. If I were to plot the height of the mass over time I would get a plot like […]