Spam Filter AI: The Smart Way to Silence Spam with One Single Script!
Table of Content
Spam Filter AI is a smart Python app that keeps your inbox clean by automatically spotting and sorting spam emails. Using powerful tools like NLP and Naive Bayes, it analyzes email content in seconds.
With its user-friendly interface and real-time results, it’s perfect for anyone who wants to save time and stay organized, no tech skills required!
Under the shell, Spam Filter AI uses:
- Natural Language Processing (NLP) : Understands and analyzes email text.
- Naive Bayes Classification : Accurate spam identification.
- TF-IDF Vectorization : Converts text into usable data for machine learning.
Features
- Real-Time Spam Detection : Instantly classifies emails as spam or not.
- Direct Email Pasting : Paste email text directly for quick analysis.
- Modern, User-Friendly GUI : Simple and intuitive interface.
- Cross-Platform : Works on Windows, macOS, and Linux.
Tech Stack
- Python: Main programming language.
- scikit-learn: For machine learning algorithms and preprocessing.
- tkinter: For creating the graphical user interface.
- pandas: For data manipulation and analysis.
- NLTK: For text processing and NLP.
License
his project is licensed under the GNU General Public License v3.0. The GPL-3.0 is a strong copyleft license that requires you to make the source code of the project available if you distribute or modify the software. For more details, visit the GNU General Public License v3.0 page.
Permissions
- Commercial Use: Allowed
- Modification: Allowed
- Distribution: Allowed
- Patent Use: Allowed
- Private Use: Allowed
Limitations
- Liability: No warranty is provided.
- Warranty: The software is provided "as-is."
Conditions
- License and Copyright Notice: Must be included in all copies and substantial portions of the software.
- State Changes: Modified versions must also be licensed under GPL-3.0.
- Disclose Source: Source code must be made available when distributing binaries or modified versions.
- Same License: Modified versions must be distributed under GPL-3.0.
Resources & Downloads
GitHub - Tritonix711/Spam-Filter-AI: Spam Filter AI is a project in Python that uses machine learning to detect spam emails. It uses Natural Language Processing (NLP) and Naive Bayes classification. The program reads email content, converts it into useful data with TF-IDF vectorization, and then decides if the email is spam or not, keeping your inbox clean and organized.
Spam Filter AI is a project in Python that uses machine learning to detect spam emails. It uses Natural Language Processing (NLP) and Naive Bayes classification. The program reads email content, co…
Tritonix711
