GitHub topics: email-classification
IOEPAS/zippy 📦
Final Year Project for BCT: "Ranking Emails Based On Priority"
Language: Jupyter Notebook - Size: 3.99 MB - Last synced at: about 2 hours ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
shxntanu/email-classifier
📤 Email Classification and Automatic Re-routing with the power of LLMs and Distributed Task Queues. 🏆 Winner at Barclays Hack-O-Hire 2024!
Language: Python - Size: 238 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 24 - Forks: 8
ManasviGoyal/Gmail-Classification
Extract Emails from Gmail account, convert to Excel file and classify using various classification algorithms.
Language: Jupyter Notebook - Size: 861 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 5
RuvenGuna94/Llama-agent-spam-classifier
Llama-Agent Spam Classifier is an AI-powered system that categorizes emails as Important, Casual, or Spam using CrewAI and the Llama 3 model. It automates email management with multi-agent collaboration, enhancing communication efficiency. 🚀
Language: Python - Size: 8.79 KB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
minutogit/PrioMailbox
Prioritize your mailbox. Intelligently auto-tag, highlight, and organize important emails in Thunderbird using trainable tags.
Language: JavaScript - Size: 322 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1
abhishek-mkumar/ML_Message_Classification
Explores the use of machine learning algorithms to classify messages and emails as 'Spam' or 'Not Spam'.
Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Gaurav241/Email-SMS-Spam-Classifier
The project leverages Naive Bayes Classifiers, a family of algorithms based on Bayes’ Theorem, which presumes independence between predictive features. This theorem is crucial for calculating the likelihood of a message being spam based on various characteristics of the data.
Language: Jupyter Notebook - Size: 967 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
prashantkumar7541/Smart-Spam-Classifier
Spam Email Classification using NLP and Machine Learning
Language: Jupyter Notebook - Size: 317 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
Md-Emon-Hasan/ML-Project-Email-SMS-Spam-Classifier-with-MLOps
📧 ML project focused on email spam classification, demonstrating data preprocessing, model training, and evaluation using Python and scikit-learn.
Language: Jupyter Notebook - Size: 3.49 MB - Last synced at: 17 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0
HoangLayor/Finetune-LLMs-for-Sequence-Classification
Finetune Flan-T5 for email classification
Language: Jupyter Notebook - Size: 135 KB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0
jeus0522/ML-Project-Email-Spam-Classifier
ML project focused on email spam classification, demonstrating data preprocessing, model training, and evaluation using Python and scikit-learn.
Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
harshpreet931/Spam-Email-Classification
A lightweight and fast Naive Bayes-based spam email classifier written in C.
Language: C - Size: 1.7 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
syedahmedrz/AI-Based-Spam-Email-Classification-Using-Naive-Bayes
A spam email classification model using Naive Bayes with machine learning, designed to categorize emails as spam or not spam.
Language: Python - Size: 204 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0
rajveersinghcse/Email-Classification
📧Email classification using a Machine Learning Models. It categorizes emails as either "ABUSIVE" or "NON ABUSIVE" based on their content, allowing users to quickly assess the nature of the email messages they input.
Language: Jupyter Notebook - Size: 36.2 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
MrfoxAK/SMS-Email-Spam-Classifier
This is a sms / email spam classifier project
Language: Jupyter Notebook - Size: 846 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
Aryan10Raj/Email_Classification-Spam-or-Ham-Developed
This project demonstrates email classification using logistic regression.
Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
RiturajS12/email_classification
This project is an email classification website that determines whether an email is spam or ham (not spam) using Bernoulli and Multinomial Naive Bayes algorithms. The web application is built with Flask.
Language: Jupyter Notebook - Size: 547 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
vinesh70/MailGuard-Intelligent-Spam-Detection
MailGuard is an intelligent spam detection tool that classifies emails as spam or ham using a Multinomial Naive Bayes model. Built with Streamlit, it leverages natural language processing techniques for text cleaning and feature extraction.
Language: Python - Size: 379 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
Mlcastor/Email-Sorter
This is a team of agents powered by crewai that are able to receive, classify, search, and reply to emails
Language: Python - Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
ngandhi369/AI-Email-Classifier
Flask web app made using machine learning model. It uses mails from authorized user's Gmail and shows mails with categorical label on web app based on the mail messages using preprocessed machine learning model on training dataset.
Language: Python - Size: 5.9 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0
ayomidee-e/email-classification
A machine learning model that predicts whether an email is spam or not.
Language: Python - Size: 170 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 2
ramnath-subramanian18/Email-Classification-Backend
A Python Flask backend using decision tree classifiers, ChatGPT, JWT authentication, and MongoDB storage for an email classification system; containerized with Docker for seamless deployment.
Language: Python - Size: 232 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
aldotestino/word-freq-email-classification
Simple email classifier using word frequency and Logistic Regression
Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
noonanj5atwit/Spam_Email_Detector
A machine learning model that classifies emails as spam or non spam
Language: Jupyter Notebook - Size: 459 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Martinmjal/jbook_ml202330
A project that evaluates different machine learning and deep learning models for spam emails detection
Size: 3.83 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
niladri-1/Email-spam-classification
Spam email classification is the process of automatically identifying and categorizing incoming emails as either spam (unsolicited or unwanted) or legitimate (non-spam or ham) based on predefined criteria.
Language: Jupyter Notebook - Size: 880 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
scimone/Emails
A collection of Python scripts designed to streamline various tasks related to managing emails and PDF attachments. Easily extract clean email text, classify emails as automated or human-generated, process PDFs, and automatically fill PDF forms using saved user profile data.
Language: Python - Size: 119 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
AdrianEpi/SBlocker
SPAM Blocker is a program that pretends to be a mail classifier that detects SPAM and HAM (no spam mail).
Language: C++ - Size: 76.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
rajat499/nlp
Email Classification(Linear Classifiers and Bi-LSTMs) and NER using CRF models
Language: Python - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
