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Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

Based on the Volatility framework, this script will run various plugins as well as create a timeline, or use YARA/ClamAV/VirusTotal to find badness.

This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently identify spam messages, providing a useful tool for individuals and organizations seeking to manage their email inboxes more effectively.