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Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python’s design philosophy emphasizes code readability with its notable use of significant whitespace.
YAPF (Yet Another Python Formatter) is a Python code formatter developed by Google. It’s designed to automatically format Python code to conform to a specified style guide. The primary goal of YAPF is to produce code that looks as if a human wrote it while strictly adhering to the style […]
Flake8 It is a Python tool that seamlessly integrates. pycodestyle, pyflakes, mccabe, and third-party plugins to scrutinize the style and quality of Python code. Hosted under the PyCQA organization on GitHub, Flake8 offers a unified command-line interface to run all these tools, presenting their warnings in a consolidated, per-file output. […]
CSV files are a popular format for storing data. They are easy to read and write and can store various data. Python provides many libraries for processing CSV files, which makes it easy to read, write, and manipulate CSV data. Popular Python Libraries for CSV Files There are many popular […]
isort Is a Python utility designed to sort imports alphabetically, automatically separating them into sections and by type. Developed under the PyCQA organization and hosted on GitHub, this tool provides a command-line utility, a Python library, and plugins for various editors to quickly and efficiently sort all your imports. The […]
pyupgrade is a powerful tool designed to automatically upgrade Python syntax to take advantage of the features introduced in newer language versions. Developed by Anthony Sottile and hosted on GitHub, this tool can be integrated as a pre-commit hook, ensuring that your codebase remains modern and up-to-date with the latest […]
Astral is dedicated to enhancing the productivity of the Python ecosystem by developing high-performance developer tools. Their flagship product, Ruff, is an incredibly fast Python linter crafted in Rust. The speed and efficiency of Ruff have garnered attention and praise from various figures in the developer community. Notably, Nick Schrock, […]
The Ruff formatter is a Python formatter written in Rust, boasting speeds over 30x faster than Black and 100x faster than YAPF. This allows it to format large-scale Python projects in milliseconds while maintaining more than 99.9% compatibility with Black. The Ruff formatter is a part of the Ruff toolchain, […]
MultiQC is a free, open-source software tool that helps researchers to analyze and visualize the results of bioinformatics analyses. It can summarize the results of multiple devices and samples into a single report. MultiQC is written in Python and is available for Linux, Mac OS X, and Windows. MultiQC can […]
Prophet is a forecasting tool developed and released as open-source software by Facebook’s Core Data Science team. It’s designed to forecast time series data using an additive model incorporating non-linear trends, yearly, weekly, and daily seasonality, and holiday effects. The tool is especially effective with time series that exhibit strong […]
PyScript is a new technology that allows you to write Python code in a web browser. You can use Python to create web applications, interactive visualizations, and more. Benefits of PyScript There are many benefits to using PyScript, including: Drawbacks of PyScript There are a few drawbacks to using PyScript, […]