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Projects in Awesome Lists tagged with spam-classification

A curated list of projects in awesome lists tagged with spam-classification .

https://github.com/umputun/tg-spam

Anti-spam bot for Telegram and general-purpose anti-spam library and server

anti-spam self-hosted spam-classification spam-detection telegram-bot

Last synced: 24 Dec 2025

https://github.com/30lm32/ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec

Last synced: 08 May 2025

https://github.com/spamscanner/spamscanner

Spam Scanner is a Node.js anti-spam, email filtering, and phishing prevention tool and service. Built for @ladjs, @forwardemail, @cabinjs, @breejs, and @lassjs.

anti-spam api data enron javascript node rspam rspamd scanner service set spam spam-classification spam-classifier spam-detection spam-filter spam-filtering spam-prevention spam-protection spamassassin

Last synced: 30 Sep 2025

https://github.com/cookiengineer/antispam

:construction: :rocket: Spam Database and Classifiers for automated usage :construction:

golang postfix spam-classification spam-detection

Last synced: 11 Aug 2025

https://github.com/97k/spam-ham-web-app

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

bag-of-words data-visualization django heroku-deployment jupyter-notebook machine-learning machine-learning-projects multinomial-naive-bayes nlp nltk spam-classification text-classification tfidf

Last synced: 27 Apr 2025

https://github.com/abdullahselek/spampy

Spam filtering module with Machine Learning using SVM (Support Vector Machines).

enron-spam-dataset machine-learning numpy scipy sklearn sklearn-classify spam-classification support-vector-machines

Last synced: 21 Aug 2025

https://github.com/nacbots/group-guardian

Group Guardian is a Telegram bot for admins to maintain a safe community.

bot nacbots nsfw nsfw-classifier nsfw-recognition slag spam-classification spam-detection telegram telegram-bot

Last synced: 09 Apr 2025

https://github.com/shubham0204/spam_classification_android_demo

An Android Project to demonstrate the use of a TensorFlow Lite model to classify spam messages.

android android-application kotlin-android machine-learning spam-classification tensorflow-lite

Last synced: 15 Jul 2025

https://github.com/shubham0204/spam_classification_tf

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

android-application keras python3 spam-classification tensorflow

Last synced: 15 Jul 2025

https://github.com/sigvt/spamreaper

💀 Spam detection algorithm for live chat

spam-classification

Last synced: 26 Jun 2025

https://github.com/yogeshnile/spam-sms-prediction

In this repo i have created a SMS Spam Prediction project in machine learning using NLP.

machine-learning nlp-machine-learning nltk python3 sms sms-spam-classifier sms-spam-detection spam-classification spam-detection

Last synced: 28 Apr 2025

https://github.com/mags0ft/spamfilter

Streamlined, object-oriented and fully customizable python spam filter library.

spam spam-classification spam-detection spam-filtering spam-protection

Last synced: 03 Jul 2025

https://github.com/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.

data-science deployment docker eda email-classification machine-learning-projects mlops natural-language-processing nlp sms-classification spam-classification text-classification

Last synced: 09 Apr 2025

https://github.com/ilieschibane/spam-classifier

A spam classifier built using Machine Learning (SVM & Naive Bayes) and Deep learning (LSTM and Neural Nets)

deep-learning machine-learning natural-language-processing spam-classification

Last synced: 14 Oct 2025

https://github.com/rodneyshag/documentclassification

Spam classification and sentiment analysis on text documents.

machine-learning naive-bayes-classifier sentiment-analysis spam-classification

Last synced: 11 Apr 2025

https://github.com/iiakshat/spam-mail-detection

A simple text classifier in Python that uses the Naive Bayes model to classify e-mails as spam or ham.

email-spam-filter machine-learning naive-bayes-classifier spam-classification spam-detection spam-filtering

Last synced: 06 Apr 2025

https://github.com/bblodfon/ml-course-2022

Benchmarking ML classification models on spam dataset

benchmark classification ml-course mlr3 spam spam-classification

Last synced: 06 Jan 2026

https://github.com/bhavik-jikadara/spam_mail_detection

This is called Spam Detection, and it is a binary classification problem. The reason to do this is simple: by detecting unsolicited and unwanted emails, we can prevent spam messages from creeping into the user's inbox, thereby improving user experience. Emails are sent through a spam detector.

ann artificial-intelligence deep-learning machine-learning nltk python spam-classification spam-detection

Last synced: 22 Feb 2025

https://github.com/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.

data-science eda email-classification machine-learning-projects nlp spam-classification text-classification

Last synced: 31 Jul 2025

https://github.com/shanmukhsrisaivedullapalli/smsspamclassification

SMSSpamClassification is a machine learning project aimed at accurately classifying SMS messages as either spam or ham (non-spam). It employs natural language processing techniques to extract relevant features from the text data and utilizes various classification algorithms to build a robust spam detection model.

jupyter-notebook numpy pandas pickle python3 sklearn spam-classification spam-detection

Last synced: 30 Dec 2025

https://github.com/kunalrrathod/naive_bytes_classifier

A Simple naive bytes classifier program for spam filtering.

naive-bayes-classification spam-classification spam-filtering

Last synced: 31 Dec 2025

https://github.com/codeterrayt/spamhamclassifier

Spam Ham Classifier: A Python Flask application for categorizing messages as spam or ham. This classification is based on analyzing existing data in the database and predicting the likelihood of a message being spam or ham, without the use of machine learning.

database-driven-dynamic-website flask flask-app flask-application ham-spam message-classification opensource prediction python python3 spam-classification spam-detection spam-filtering spam-ham spam-ham-python

Last synced: 23 Mar 2025

https://github.com/gawadx1/spam-detection-ml

A simple spam detection system using Naive Bayes classification. This project processes and classifies YouTube comments as Spam or Not Spam, with features like text vectorization, model training, and prediction. Includes a GUI preview for user interaction.

machine-learning spam-classification spam-detection spam-filtering

Last synced: 24 Feb 2025

https://github.com/antonio-f/easy_naive_bayes

Easy Naive Bayes method implementationfor the Spam Filtering problem (using Python)

101 easy machine-learning naive-bayes spam-classification spam-filtering spamassassin tutorial

Last synced: 30 Mar 2025

https://github.com/simranjeet97/spam-classification

Spam Classification Using Natural Language Processing (NLP), Scikit-Learn Library, and Bayesian Method.

data-science emails kaggle kaggle-dataset naive-bayes-classifier nlp-machine-learning nltk-python python scikit-learn spam-classification

Last synced: 03 Mar 2025

https://github.com/miyajianimation/spam-filter

Spam-Filter is a powerful tool used to automatically detect and remove unwanted or unsolicited electronic messages that often flood email inboxes. It helps users to efficiently manage their emails by filtering out irrelevant or potentially harmful content, allowing them to focus on important messages.

anti-spam antispam blocklist cold-calls docker fritz-box fritzbox lua rspamd scikit-learn spam-classification spamd support-vector-machines zabbix

Last synced: 04 Apr 2025

https://github.com/constantine-khoroshilov/spamclassification

The spam classification program using the logistic regression model to determine whether an email is spam or ham (not spam)

data-science python spam-classification

Last synced: 12 Apr 2025

https://github.com/manel15279/ai-spam-classifier

A SPAM classifier developed in Python, utilizing Machine Learning and Deep Learning algorithms like SVM, KNN, Logistic Regression, Neural Networks, Naive Bayes, and LSTM.

knn lstm naive-bayes natural-language-processing spam-classification svm

Last synced: 02 Jan 2026

https://github.com/o999-juice/random-forest-classification

This repository showcases a Random Forest classifier for predicting music genres using Spotify track audio features. Explore the Jupyter notebook to see how data preparation and feature engineering enhance model performance! 🎶🌲

data-science docker feature-selection gender gensim gradient-boosting-machine imbalanced-data keras mlflow python r shape spam-classification spark tensorboard text-classification word2vec xgboost

Last synced: 27 Jun 2025

https://github.com/kasraskari/spam-classification

Classifies SMS messages as spam or non-spam using machine learning, with preprocessing, TF-IDF feature extraction, and Naive Bayes classification.

confusion-matrix data-preprocessing feature-extraction machine-learning naive-bayes natural-language-processing nlp sms-spam-detection spam-classification text-classification tf-idf

Last synced: 03 Apr 2025

https://github.com/04bhavyaa/sms-spam-classification-system

A Machine Learning project that identifies whether a given message is spam or not. It uses Natural Language Processing (NLP) techniques (Stemming and TF-IDF Vectorization) for text transformation and a trained Multinomial Naive Bayes Classifier for predictions.

bernoulli-naive-bayes nlp-machine-learning nltk-library spam-classification stemming streamlit tfidf-vectorizer

Last synced: 11 Jun 2025

https://github.com/an0n1mity/spamclassifiereval

A repository for evaluating the misclassification rate of spam classification models using a threshold-based approach.

data-analysis machine-learning natural-language-processing python-programming spam-classification text-classification

Last synced: 02 Nov 2025

https://github.com/kranthi419/sms_spam_classifier

Spam detection is a big issue in mobile message communication due to which mobile message communication is insecure. In order to tackle this problem, an accurate and precise method is needed to detect spam in message communication. We proposed the applications of the machine learning-based spam detection method for accurate detection. Classification of SMS spam messages using naive Bayes.

machine-learning python3 spam-classification

Last synced: 25 Feb 2025

https://github.com/pikastunner/spam_detection

Research on SMS Spam Classification incorporating feature engineering and a CNN-LSTM hybrid architecture

cnn feature-engineering jupyter-notebook lstm neural-network spam-classification

Last synced: 10 Aug 2025

https://github.com/jacktheprogrammer/working-with-text-classification

My personal portfolio projects to work with NLP data for classification and analysis using ML and neural network using tensorflow and

emotion-classification pytorch pytorch-lightning sentiment-analysis sentiment-classification spam-classification tensorflow text-classification

Last synced: 07 Nov 2025

https://github.com/mr-mh0001/am-algorithm

# am-algorithmA fast and accurate Rust utility for matching anime titles against messy inputs. This tool supports multiple languages and offers various matching strategies to ensure precision in identifying shows. 🦀✨

amazonfoodreviews amharic codility competitive-programming cpp decision-tree-classifier goodrich java knearest-neighbor-algorithm leetcode lidar line-extraction nltk sagemaker spam-classification split-and-merge-algorithm thomas-cormen truncated-svd

Last synced: 15 Jun 2025

https://github.com/vasu7052/spam-classifier

This is a Machine Learning Project to detect whether a given sentence maybe a spam or not using Python and Keras.

keras keras-neural-networks python3 scikit-learn spam-classification tensorflow

Last synced: 30 Dec 2025