This repository offers a collection of over 50 concise Python applications, each under 10 lines of code, designed for learning and experimentation across Machine Learning, Deep Learning, GUI, Computer Vision, and API development. It targets Python developers of all levels seeking practical, easy-to-understand examples with supplementary video explanations.

How It Works

The project provides a curated set of small, focused Python scripts demonstrating specific functionalities. Each script is intentionally kept brief to facilitate quick comprehension and modification, abstracting complex concepts into digestible code snippets. This approach allows users to rapidly grasp core ideas and experiment with various Python libraries and techniques.

Quick Start & Requirements

• Install dependencies: pip install -r requirements.txt
• Requires API keys for certain applications (e.g., OpenAI). Refer to individual project setup guides for specific requirements.
• Setup video and text guide available.

Highlighted Details

• Over 50 Python applications, each with ~10 lines of code.
• Covers Machine Learning, Deep Learning, GUI, Computer Vision, and API development.
• Includes video explanations for each project on YouTube.
• Features applications like a voice recorder, PDF tools, notification maker, audio visualizer, password generator, and more.
• Machine Learning examples include ChatGPT integrations, speech-to-text, web scraping summarizer, and vector database usage.

Maintenance & Community

• Maintained by @qxresearch, a research lab focused on ML, DL, and Computer Vision.
• Encourages contributions and community engagement.
• YouTube channel: @qxresearch.

Licensing & Compatibility

• License not explicitly stated in the README.
• Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The README does not specify a license, which may impact commercial use or integration into closed-source projects. Setup instructions suggest individual project guides may be necessary for specific applications.