Modules is one of the best feature of Python. Except some core modules, you can install what you need and keep your Python setup smooth.
SciPy is a free Python library for scientific and technical computing that provides tools for mathematics, science, and engineering. It’s built on NumPy and offers high-level functions for optimization, statistics, signal processing, and more. Put simply, SciPy is like a…
SciPy minimize is a Python function that finds the minimum value of mathematical functions with one or more variables. It’s part of the SciPy optimization module and serves as a unified interface to multiple optimization algorithms, making it the go-to…
TLDR NLTK PUNKT is an unsupervised trainable tokenizer that splits text into sentences. You can install it with nltk.download(‘punkt’). PUNKT automatically recognizes abbreviations, acronyms, and sentence boundaries without manual annotation. You can train it on your own corpus to improve…
Content Security Policy (CSP) is an extra layer of security for web applications that secures the application from malicious attacks. CSP instructs the browser on what resources are allowed to load on a specific webpage. Usually, the website administrator configures…
Linear Regression is a statistical technique that models the relationship between a dependent variable and one or more independent variables. In Python programming language, Numpy gives us a powerful arsenal for multiple operations, making this library an excellent choice for…
Cross-Site Request Forgery (CORS) is a vulnerability that allows someone to exploit and take advantage of a user’s logged-in session on a trusted website to make unauthorized requests to a different website that the user trusts. WTForms is a Flask…
Logging is important for recording the operational data of applications and providing transparency during runtime. This article guides you through the detailed steps of configuring logging in Python, using the built-in ‘logging’ module to ensure accurate and effective logging practices.…
Flask is a Python framework for building web applications. With Flask, developers can easily define routes, handle HTTP requests and responses, and render dynamic content using Jinja2 templates. It also supports extensions allowing developers to integrate features like database access,…
Flask is a lightweight web framework of Python used to build, develop, and deploy lightweight web applications with little code requirements. It can also be easily integrated with other Python libraries to develop amazing applications for the web. For example,…
In the previous post, we reviewed some of the basic data-cleaning functions available in PyJanitor. This post aims to understand some of the miscellaneous functions offered by the data-cleaning clean API. For starters, PyJanitor is a data cleaning and processing…