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Using Matplotlib's fill_between for Area Filling in Python

TECHNOLOGY
Using Matplotlib's fill_between for Area Filling in Python

When plotting with matplotlib in Python, sometimes to enhance the aesthetics of the graph, it's necessary to fill with color above or below the plot. The 'fill_between' function is used for this, where the 'y2' parameter determines the second line, indicating whether to fill upwards or downwards.

Foundations of Data Science: Common Probability Distributions and Their Explanations

TECHNOLOGY
Foundations of Data Science: Common Probability Distributions and Their Explanations

Probability distributions are as fundamental to statistics as data structures are to computer science. If you want to be a competent data scientist, understanding them is foundational.

How to Convert Between YAML and JSON (Complete Python/JavaScript Guide)

TECHNOLOGY
How to Convert Between YAML and JSON (Complete Python/JavaScript Guide)

A comprehensive guide to mastering YAML and JSON conversion using Python and JavaScript, including handling complex structures, cross-language solutions, and performance optimization tips.

How to Improve Website Indexing Speed with IndexNow

TECHNOLOGY
How to Improve Website Indexing Speed with IndexNow

In current SEO practices, rapid indexing of pages by search engines is a key concern for webmasters. Traditional search engines rely on crawlers to periodically fetch website content, resulting in low indexing efficiency. IndexNow is a proactive submission protocol that allows websites to notify search engines of content updates in real-time, significantly improving indexing speed. This article will explain how to use IndexNow for efficient indexing.

Automatically Publishing Articles to WordPress Using a Python Script: A Complete Workflow Analysis

TECHNOLOGY
Automatically Publishing Articles to WordPress Using a Python Script: A Complete Workflow Analysis

When building content sites or AI content distribution projects, how can you efficiently batch publish generated content to WordPress? This article will share how I used a Python script to build an automated content publishing process that does not rely on the WordPress backend, does not require XML import, and directly connects to the database for maximum efficiency.

Python: Creating Beautiful Lollipop Charts

TECHNOLOGY
Python: Creating Beautiful Lollipop Charts

The lollipop chart, as a variant of bar charts and dot plots, is increasingly popular in scientific research due to its simplicity and clarity. This chart cleverly combines the advantages of bar charts and scatter plots, offering a visually more attractive way to represent data.

Downloading m3u8 Streaming Media Using Python and Embedding into AMP Webpages

TECHNOLOGY
Downloading m3u8 Streaming Media Using Python and Embedding into AMP Webpages

In the era of short videos and live streaming, video formats are often no longer traditional ones like mp4 or mkv, but streaming formats such as m3u8. If you want to download your favorite videos, special handling is needed. This article provides a detailed example of how to download m3u8 streaming data using Python and embed it into an AMP webpage for playback. Let’s dive into the full process.

Managing Long-Running Tasks on Unix-like Systems

TECHNOLOGY
Managing Long-Running Tasks on Unix-like Systems

Due to daily work all using Linux systems, generally for commands known to run for a long time, nohup, screen, or tmux are used to run the command. However, sometimes after starting a command, you suddenly realize it runs very long. Is there a way to continue working in the current shell and keep the command running after logout until the task finishes?

ChatGPT Automatically Generates Web Pages

TECHNOLOGY
ChatGPT Automatically Generates Web Pages

This time, I used the viral ChatGPT to generate a web page that counts words. I asked it to create a web page to count the number of words in a text area using HTML, CSS, and JavaScript.

Using Postfix, Dovecot, MySQL, and roundcube to build a mail server under Debian

TECHNOLOGY
Using Postfix, Dovecot, MySQL, and roundcube to build a mail server under Debian

There are many articles on the Internet about using Postfix to build a mail server, but none of them can be built successfully. After many destructions and reconstructions, the mail system was finally completed and can send and receive mails smoothly. This article will introduce how to use Postfix+Dovecot+MySQL+roundcube to build a mail server in Debian system

Using SomaticSignatures to Identify Mutation Signatures from Mutation Data

TECHNOLOGY
Using SomaticSignatures to Identify Mutation Signatures from Mutation Data

The SomaticSignatures package was published in 2015 in the bioinformatics journal, a professional bioinformatics journal. This package aims to analyze tumor single-nucleotide variants (SNP) data to discover tumor development and evolution mechanisms. This article introduces how to analyze snv data to obtain tumor-specific SNP signatures.