CodeStips

Python Libraries

Installing PyTorch for AI Projects

Installing PyTorch for AI Projects

Machine Learning & AI

Get PyTorch installed for AI development with this guide covering system requirements, different installation methods, and setup tips.

Installing scikit-learn for Machine Learning

Installing scikit-learn for Machine Learning

Machine Learning & AI

Scikit-learn is a key Python machine learning library. Learn the best ways to install it for your system to start building models efficiently.

Introduction to Seaborn for Visualization

Introduction to Seaborn for Visualization

Data Analysis & Visualization

Seaborn simplifies data visualization in Python by offering a high-level interface built on Matplotlib. It helps create attractive and informative statistical graphics with less code and more polish.

NumPy Array Operations

NumPy Array Operations

Libraries & Frameworks

Learn how NumPy's array operations enable efficient numerical computations, offering high performance for handling large datasets and matrices in Python.

Plotly: Interactive Visualizations

Plotly: Interactive Visualizations

Libraries & Frameworks

Plotly is a Python library for creating interactive, web-based charts and visualizations, ideal for dynamic data exploration and storytelling.

Pygame: Creating Games in Python

Pygame: Creating Games in Python

Libraries & Frameworks

Pygame makes game development accessible with Python, enabling beginners and enthusiasts to create arcade games, simulations, and interactive graphics.

Python Asyncio Reference

Python Asyncio Reference

Cheatsheets & Reference Guides

Asyncio is Python's library for writing concurrent code with async/await, ideal for I/O-bound tasks. It uses a single-threaded event loop instead of threads for efficient task switching.

Python BeautifulSoup Reference

Python BeautifulSoup Reference

Cheatsheets & Reference Guides

BeautifulSoup is a Python library for parsing HTML and XML, making web scraping efficient. Install it via pip with a parser like lxml or html5lib to extract data from messy web content.

Python Matplotlib Reference

Python Matplotlib Reference

Cheatsheets & Reference Guides

A guide to Matplotlib for Python data visualization, covering installation, key components, and daily techniques for creating plots and multi-panel figures.

Python Modules Basics

Python Modules Basics

Basics of Python

Python modules organize and reuse code efficiently, letting you import functions, classes, and variables to avoid rewriting code from scratch.