CodeStips

Dependencies

Installing Libraries with Conda

Libraries & Frameworks

Conda manages both Python and non-Python dependencies, making it ideal for data science, scientific computing, and machine learning projects. It simplifies library installation and environment management.

Installing Packages Inside a Virtual Environment

Installation & Setup

Virtual environments isolate Python dependencies to prevent conflicts, allowing clean package management per project.

Installing Python Offline Without Internet

Installation & Setup

Learn how to install Python offline on secure or air-gapped systems by preparing installation files in advance and following essential setup steps.

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.

Mocking in Unit Tests

Testing & Debugging

Mocking helps test code in isolation by replacing external dependencies like databases or web services, ensuring reliable and focused unit testing.

Setting Up Python for Flask Development

Installation & Setup

Learn how to set up your Python environment for Flask development, ensuring you have the right version and tools before installing the web framework.

Using unittest.mock Module

Testing & Debugging

The unittest.mock module in Python helps isolate code for testing by replacing dependencies with mock objects, simplifying testing of complex interactions.