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Projects in Awesome Lists tagged with naive-bayes-classifier

A curated list of projects in awesome lists tagged with naive-bayes-classifier .

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/sadegh15khedry/ml-algorithms-from-scratch

This project is dedicated to implementing various machine learning algorithms from scratch to gain a deeper understanding of how they work.

cnn dbscan decision-trees deep-learning gan ica jupyter-notebook knn-classification linear-regression logestic-regression lstm machine-learning naive-bayes-classifier python random-forest rnn svm t-sne transformer

Last synced: 29 Apr 2025

https://github.com/shankytiwari/naive-bayes-classifier-using-python

Creating a Model to predict if a user is going to buy the product or not based on a set of data

machine-learning machine-learning-algorithms machinelearning naive-bayes naive-bayes-classification naive-bayes-classifier

Last synced: 10 Apr 2025

https://github.com/shubhamjai9/emotion-based-counsellor-bot

An Artificial Intelligence based Chat Bot using python tools like Numpy, Pandas, Spacy etc. Counsellor Bot will mimic the characteristics and emotion interpretation skills of human and generate response on basis of emotion of engager.

chatbot gradient-boosting-classifier machine-learning naive-bayes-classifier nlp numpy pandas python-2 spacy

Last synced: 13 Mar 2025

https://github.com/lucivpav/dnbc-scala

Parallel implementation of dynamic naive Bayesian classifier

apache-spark bayesian-networks ctu-fit dnbc fit-ctu naive-bayes-classifier scala spark

Last synced: 06 Apr 2025

https://github.com/praatibhsurana/dwdm-project

Comparing results of various algorithms on an email spam classification task for a college mini project.

gru lstm naive-bayes-classifier support-vector-machine

Last synced: 31 Mar 2025

https://github.com/rudreshveerkhare/algorithms-from-scratch

Machine learning and Data mining algorithms implementation from Scratch

apriori-algorithm naive-bayes-classifier

Last synced: 09 Mar 2025

https://github.com/yuchnan/analisis-sentimen-ta

Aplikasi web analisis sentimen menggunakan algoritma multinomial naive bayes tanpa library scikit-learn dari Python.

analisis-sentimen flask-sqlalchemy machine-learning naive-bayes-classifier text-mining

Last synced: 28 Jan 2025

https://github.com/elysian01/ml-eda-and-modelling-using-streamlit

Beautiful Web interface made using Streamlit for quick Exploratory Data Analysis and building classification models which are implemented from scratch.

data-analysis data-visualization eda exploratory-data-analysis knn-classification logistic-regression matplotlib ml-model-on-web ml-models naive-bayes-classifier pandas seaborn streamlit streamlit-webapp

Last synced: 12 Apr 2025

https://github.com/ardafirdausr/simple-naive-bayes-classifier

Simple implementation of naive bayes classifier

naive-bayes-classifier python

Last synced: 29 Mar 2025

https://github.com/akhand-pratap-tiwari/spam_ham_classifier

Flask app for spam-ham message classifier using Naive Bayes. Comparative analysis and selection of models also explained in notebook.

analysis api api-test flask jupyter-notebook machine-learning-algorithms naive-bayes-classifier nltk python sklearn

Last synced: 26 Feb 2025

https://github.com/fayzi-dev/machin_learning

Machin Learning Full Algorithm (Linear Regression, Decision tree, Random forest, Neural network ,Logistic regression ,Support vector machine ,Naive Bayes ,Clustering, XGBoost,DBscan,KMeans)

algorithms artificial-neural-networks logistic-regression machine-learning matplotlib matplotlib-pyplot naive-bayes-classifier numpy pandas python python3 seaborn seaborn-plots sklearn sklearn-knn sklearn-library sklearn-linear-model sklearn-linear-regression sklearn-metrics sklearn-svm

Last synced: 09 Apr 2025

https://github.com/leaq-ru/classifier

📦 Service to define category based on website HTML. It uses naive Bayes algorithm

go grpc leaq naive-bayes-classifier protobuf

Last synced: 19 Feb 2025

https://github.com/fpt-thaituan/intelligent-email-classification-system-applying-naive-bayes-for-spam-detection

We developed a Naive Bayes model to classify messages as spam or ham. Using TF-IDF for feature extraction, it achieved 98% accuracy, proving effective for email filtering and categorization.

ai deep-learning email-spam machine-learning naive-bayes-classifier

Last synced: 27 Mar 2025

https://github.com/ki3mono/naive_bayes_classifier

This project implements Naive Bayes Classifiers for two data types: Multinomial Naive Bayes Classifier and Gaussian Naive Bayes Classifier. Developed as part of the Probability Theory and Statistics course in the second year of Computer Science at AGH University of Krakow.

iris-dataset mushroom-dataset naive-bayes-classifier numpy python scikit-learn

Last synced: 20 Mar 2025

https://github.com/akarshankapoor7/automated-complaint-triage-system-using-nlp-and-machine-learning

Automated Severity Classification of Forum Complaints for Resolution Teams - Emphasizes automation and the end goal for resolution teams.

data-science datamining kmeans-clustering naive-bayes-classifier nlp tfidf-vectorizer

Last synced: 27 Mar 2025

https://github.com/redayzarra/nlp_yelpreviews

This project covers the topic of natural language processing or NLP to classify user-generated text and determine their intent. The goal of this project is to build a model that can classify 10,000 Yelp reviews into either one-star or 5-star reviews. This project showcases a step-by-step implementation of the model as well as in-depth notes.

datapreprocessing dataprocessing machine-learning multinomial-naive-bayes naive-bayes naive-bayes-algorithm naive-bayes-classifier natural-language-processing nlp sentiment-analysis text-classification

Last synced: 21 Mar 2025

https://github.com/aryansk/computer-vision-essentials

Comprehensive computer vision project demonstrating image processing, machine learning techniques, and digit classification using Python and advanced libraries.

cv machine-learning machine-learning-algorithms naive-bayes-classifier opencv python svm-classifier tensorflow

Last synced: 27 Mar 2025

https://github.com/sai-manas/diabetes_predictor_ml

Diabetes Predictor Web App Predict diabetes in patients using classification models such as Logistic Regression, Decision Tree, Naive Bayes, and Support Vector Machines. It is deployed in a Flask web application on AWS Elastic Beanstalk.

data-science decision-tree-classifier diabetes-prediction logistic-regression machine-learning-algorithms naive-bayes-classifier python3 support-vector-classifier

Last synced: 17 Mar 2025

https://github.com/nordszamora/sentiment

This ML project is used to predict the text sentiment positive, negative or neutral. Its used a Reddit dataset in kaggle to train the model and make a prediction on new/unseen data.

django joblib kaggle naive-bayes-classifier pandas python redditdata scikit-learn

Last synced: 16 Jun 2025

https://github.com/cudavailable/naive-bayes-classifier-demo

基于简单实现的多项式朴素贝叶斯的文本主题分类

implementation-of-algorithms naive-bayes-classifier news-classification

Last synced: 21 Mar 2025

https://github.com/dtroupe18/simplenaivebayes

Naive Bayes on Pima Indians Dataset

naive-bayes-classifier pima-indians-data python3

Last synced: 08 Feb 2025

https://github.com/r21gh/saki-2021

Jupyter notebooks of SAKI ML course at FAU (for students)

classifier naive-bayes naive-bayes-classifier python

Last synced: 27 Mar 2025

https://github.com/baxi19/operativos_2

Proyecto #2 del curso de Sistemas Operativos

machine-learning naive-bayes-classifier python webscraping

Last synced: 03 Mar 2025

https://github.com/jesly-joji/spam-ham-classifier

Used Naive Bayes Algorithm, NLP Text Preprocessing Techniques

naive-bayes-classifier nlp scikit-learn streamlit text-preprocessing

Last synced: 06 Apr 2025

https://github.com/coderjolly/credit-card-fraud-detection

Credit card fraud refers to any unauthorized or fraudulent use of someone else's credit card information to make purchases or obtain funds. It is a criminal activity and a form of identity theft. This repository contains an implementation of a credit card fraud detection system using machine learning techniques.

auc-roc-curve churn-prediction credit-card-fraud decision-tree-classifier logistic-regression naive-bayes-classifier

Last synced: 27 Mar 2025

https://github.com/athrvvv/diabetes_prediction_system

The Diabetes Prediction System uses a Naive Bayes classification model to predict diabetes based on input data. It includes a Jupyter Notebook for model training, a Flask application (app.py) for deployment, and a pickle file (model.pkl) to load the trained model. The system processes user input and predicts the likelihood of diabetes.

artificial-intelligence csv deployment machine-learning naive-bayes-classifier streamlit-webapp supervised-learning

Last synced: 31 Mar 2025

https://github.com/selcia25/text-classification

📝A text classification project at SSN College Of Engineering, using the Naive Bayes algorithm to detect spam emails and explore features and algorithms for efficient detection.

naive-bayes-classifier spam-detection text-classification

Last synced: 21 Feb 2025

https://github.com/radityagumay/data_articles_sentiment_with_label

This are labeled-data which containst both of Positive and Negative

labeled-data machine-learning naive-bayes-classifier sentiment-analysis

Last synced: 03 Mar 2025

https://github.com/farooqueesamiya/social-network-ads-classification-models

In this repository, we will explore different classification models to predict whether a user will purchase a product based on age and estimated salary.

classification-model decision-tree-classifier knn-classifier linear-kernel logistic-regression naive-bayes-classifier random-forest-classifier rbf-kernel support-vector-machine svc-model

Last synced: 17 Mar 2025

https://github.com/rohithgowdam/cyberbullying-classification

The project deals with the identification of high accuracy model among the given models to detect the cyberbullying in text by training them with the given dataset which is preprocessed and vectorized with tf-idf

classification cyberbullying-detection decision-trees logistic-regression machine-learning mlproject naive-bayes-classifier preprocessing random-forest tf-idf tf-idf-vectorizer tweets vectorization

Last synced: 01 Mar 2025

https://github.com/suvroneel/spam-email-and-sms-classifier

It’s an E2E ML project to filter spam msgs by using naive bayes classifier ✨💖

google-sheets-api machine-learning multinomial-naive-bayes naive-bayes-classifier natural-language-processing pandas python3

Last synced: 10 Apr 2025

https://github.com/spignelon/letter-recognition_project-ml

A machine learning project for letter recognition using SVM, KNN, and Decision Tree, Random Forest, and Naive Bayes algorithms. Includes data preprocessing, model training, evaluation, and visualization, and research report.

decision-tree-classifier knn-classifier letter-recognition machine-learning machinelearning naive-bayes-classifier random-forest-classifier research research-paper research-project scikit-learn svm-classifier uci-dataset uci-machine-learning

Last synced: 12 Mar 2025

https://github.com/khip01/sentiment-analysis

sentiment analysis of the Indonesian language

basic naive-bayes-classifier python rule-based-nlp sentiment-analysis

Last synced: 15 Jun 2025

https://github.com/mahnoorsheikh16/loan-default-prediction

Credit risk is the borrower’s inability to repay a loan. Machine Learning models can predict risky customers and reduce lender losses. By analyzing behavior and demographics of past customers, these insights can apply to future customers for better loan decisions. This study aims to find the most suitable model for predicting loan defaults.

auc-score binary-classification-algorithms credit-card-fraud-detection data-cleaning data-science decision-tree-classifier exploratory-data-analysis loan-default-prediction logistic-regression machine-learning naive-bayes-classifier pre-processing python random-forest-classifier support-vector-machines xgboost-classifier

Last synced: 19 Feb 2025

https://github.com/abdelrahman13-coder/unsupervised-machine-learning

Implementing Unsupervised machine learning algorithms from scratch and using them in various applications

kmeans-clustering-algorithm naive-bayes-classifier naive-bayes-implementation pca-algorithm pca-implementation t-sne

Last synced: 21 Feb 2025

https://github.com/sermonzagoto/uji_akurasi_model

Uji coba model menggunakan 3 algorima machine learning untuk klasifikasi

desiciontree logistic-regression-classifier machine-learning-algorithms naive-bayes-classifier python3

Last synced: 23 Mar 2025

https://github.com/mouralisandra/machinelearninglabs

A collection of Machine Learning and Data Mining labs for the ML course taught at INSAT.

agnes cah dendrograms diana kmeans-clustering knn naive-bayes-classifier pca random-forest supervised-learning unsupervised-learning

Last synced: 02 Apr 2025

https://github.com/jackosheadev/oopmachinelearning

This is a project I created for my OOP course during semester 2 which uses Naïve Bayes to identify the likelihood of someone being an entrepreneur

java machine-learning naive-bayes-algorithm naive-bayes-classifier prediction predictive-modeling

Last synced: 21 Feb 2025

https://github.com/kapooraryan/sentiment-analysis-twitter

🛩️This project is an interactive web application built using Streamlit for sentiment analysis of text data. It uses a pre-trained Naive Bayes classifier to predict the sentiment of a given text input. The application allows users to enter a text and get the predicted sentiment, whether it is negative, neutral, or positive.

kaggle model-deployment naive-bayes-classifier sentiment-analysis streamlit

Last synced: 31 Mar 2025

https://github.com/anurima-saha/text-classification

Wine reviews used to determine the type of wine training on imbalanced data using classification algorithms like SVM, Naive Bayes and Random Forest Classifier. Neural Network (CNN, RNN and LSTM) and LLM models (DistilBERT and RoBERTa) were also used followed by error analysis using SHAP.

distill-bert llm llm-finetuning naive-bayes-classifier random-forest-classifier rnn-pytorch roberta-model shapley-value svm-classifier text-classification transfer-learning

Last synced: 26 Feb 2025

https://github.com/lucidfrontier45/anybayes

A Bayesian Classifier with Any Distributions

bayes machine-learning naive-bayes-classifier python

Last synced: 21 Feb 2025

https://github.com/mekhyw/nbayes-tweet-classifier

Classification of Minecraft-related tweets according to relevance, utilizing a Naive Bayes approach.

naive-bayes-classifier tweets-classification

Last synced: 28 Feb 2025

https://github.com/bragdond/naive-bayes-tf-idf-text-classifier-nlp

Basic Naive Bayes classifier for text classification using tf-idf

naive-bayes-classifier nlp python sklearn text-classification tf-idf

Last synced: 21 Mar 2025

https://github.com/annapoorna-a-k/spam-email-filtering-using-naive-bayes

This project focuses on using Gaussian Naive Bayes, a probabilistic algorithm, to filter spam emails effectively. By leveraging its simplicity and efficiency, the goal is to enhance email security by accurately classifying emails as either spam or legitimate.

emailspamclassifier gaussian-naive-bayes machine-learning naive-bayes-classifier

Last synced: 22 Feb 2025

https://github.com/injamul3798/determine-pcos-with-92-93-accuracy

I was practicing ML with some dataset. But for this dataset i gave a lot time .And i found a well accuracy 92%+.

classification-algorithm decision-trees logistic naive-bayes-classifier random-forest

Last synced: 02 Apr 2025

https://github.com/epigos/matlab-ml

Machine learning script in Matlab to compare Random Forest and Naive Bayes Classifier

matlab ml naive-bayes-classifier random-forest

Last synced: 22 Mar 2025

https://github.com/mmanishh/slangdetector

Swear word Detector implemented through NLP Using naive bayes model.

deeplearning machinelearning naive-bayes naive-bayes-classifier naivebayes nlp python

Last synced: 01 Apr 2025

https://github.com/ben041/soil-crop-recommendation-models

This repository contains pre-trained machine learning models for crop recommendation based on soil and environmental parameters. The models help predict the best crop to grow based on nitrogen, phosphorus, potassium levels, temperature, humidity, pH, and rainfall data.

agritech crop-recommendation-system data-science decision-trees joblib machine-learning naive-bayes-classifier python random-forest soil-analysis xgboost

Last synced: 09 Apr 2025

https://github.com/sayantikabanik/text_analytics_basics

Scripts related to basics data preprocessing and models like LDA, MNB

basics lemmatization naive-bayes-classifier pos text-analysis tokenization

Last synced: 13 Jan 2025

https://github.com/israel-nogueira/naivebayes

Componente central de processamento de linguagem natural, voltado para aplicações de aprendizado de máquina.

naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier processamento-de-linguagem-natural

Last synced: 06 Mar 2025

https://github.com/melvinmo/the-impact-of-twitter-sentiments-on-stock-market-trends

Here you can find the codes and the pdf version of the research paper "The Impact of Twitter Sentiments on Stock Market Trends" together.

data-mining finance lstm machine-learning naive-bayes-classifier nlp paper random-forest twitter

Last synced: 25 Feb 2025

https://github.com/coderjolly/fraud-detection-credit-card

Credit card fraud refers to any unauthorized or fraudulent use of someone else's credit card information to make purchases or obtain funds. It is a criminal activity and a form of identity theft. This repository contains an implementation of a credit card fraud detection system using machine learning techniques.

auc-roc-curve churn-prediction credit-card-fraud decision-tree-classifier logistic-regression naive-bayes-classifier

Last synced: 01 Apr 2025

https://github.com/agn-7/machine_learning_projects

Simple Machine Learning and Data Science projects as tutorials.

data-science knn lda logistic-regression machine-learning naive-bayes-classifier nbc pca python qda tutorial

Last synced: 06 Mar 2025

https://github.com/sukhmancs/textwizards

This repository houses a collection of my natural language processing (NLP) projects, showcasing a variety of applications and experiments in the field. From sentiment analysis to language modeling, explore the power of NLP through my code. Feel free to use, modify, and contribute!

char-rnn chat-bot-nltk classification data-visualization encoder-decoder-attention gpt gradient-descent math-question-solver n-gram-language-models naive-bayes-classifier nlp patient-survival-analysis regression-algorithms sentiment-analysis smallgpt spell-checker titanic-dataset translation trax word-embeddings

Last synced: 18 Feb 2025