This repository serves as a comprehensive cheatsheet for graduate students and junior developers, offering practical coding tips, Linux commands, and tool recommendations to enhance productivity and streamline workflows. It aims to share valuable knowledge gained from research and development experiences, particularly benefiting those new to the field or seeking to optimize their terminal and development environment.

How It Works

The cheatsheet is organized into thematic sections covering essential areas like terminal usage, GPU management, data science libraries, web development frameworks, and productivity tools. It provides concise explanations and command examples for common tasks, such as server file transfer via scp, remote port forwarding with ssh -L, and efficient Git operations. The inclusion of specific libraries like jq for JSON processing and bat for syntax-highlighted cat showcases a focus on practical, everyday utility.

Quick Start & Requirements

• Installation: Primarily relies on system commands, package managers (pip, apt), and potentially cloning Git repositories.
• Prerequisites: Varies by section, but common requirements include a Linux/macOS environment, Python, Git, and potentially specific libraries like CUDA for GPU tasks.
• Resources: Setup is generally lightweight, focusing on command-line tools and Python packages.

Highlighted Details

• Extensive coverage of terminal commands for server management and file operations.
• GPU-specific tips including CUDA version checking and usage monitoring with nvidia-smi and nvtop.
• Recommendations for data science libraries such as timm, smp, and augmentation tools like albumtations.
• Curated lists of web development tools, CSS frameworks (Tailwind UI, Chakra UI), and React packages.

Maintenance & Community

• The repository is maintained by subinium.
• Links to external resources like blogs, YouTube channels, and books are provided for further learning.

Licensing & Compatibility

• The repository itself does not specify a license. Individual tools and libraries mentioned will have their own licenses.
• Compatibility is generally broad, targeting Linux and macOS environments.

Limitations & Caveats

The repository is a curated collection of tips and may not offer in-depth tutorials or cover all edge cases for each tool. Some recommendations are specific to macOS (e.g., caffeinate, say).