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Python Projects

A diverse collection of Python projects spanning algorithms, security, reinforcement learning, and competitive programming.

📋 Overview

This repository showcases a range of Python applications and learning projects, from algorithmic problem-solving to advanced security and machine learning implementations.

🚀 Project Categories

🔐 Software Security

Comprehensive security coursework and projects including:

  • Information Security - Cryptography, web security, and secure coding practices
  • Cryptography - Encryption algorithms and secure communication protocols
  • Web Security - Vulnerability analysis, secure development, and penetration testing

🤖 Reinforcement Learning

Machine learning projects demonstrating:

  • Q-Learning algorithms
  • Policy iteration and value iteration
  • Multi-agent systems
  • Reward optimization

💡 LeetCode Problems

Solutions and implementations of common algorithmic challenges including:

  • Data structure problems
  • Algorithm optimization
  • Competitive programming techniques

📚 Educational Labs

Various coursework and tutorial projects from academic settings.

🛠️ Technologies

  • Language: Python 3
  • Libraries:
    • Machine Learning: NumPy, TensorFlow, PyTorch
    • Security: Cryptography libraries
    • General: Standard library utilities

📚 Key Concepts

  • Algorithms & Data Structures
  • Cybersecurity & Cryptography
  • Machine Learning & Reinforcement Learning
  • Web Security & Vulnerability Analysis
  • Competitive Programming

⚠️ Academic Integrity Notice

DISCLAIMER: Students should not use any code in this repository as their own submissions. Doing so violates academic integrity policies and may result in disciplinary action. This repository is for reference and learning purposes only.

🏃 Getting Started

Each subdirectory contains projects with their own documentation. Navigate to specific project folders for implementation details and usage instructions.

📝 License

All rights are reserved unless otherwise specified in individual project files.


Last Updated: January 2023