Projects in Awesome Lists tagged with naive-bayes-algorithm

https://github.com/surmon-china/naivebayes

NaiveBayes classifier for JavaScript

bayes classifier javascript-library machine-learning machine-learning-algorithms naive naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naivebayes node-ml nodejs

Last synced: 16 Mar 2025

https://github.com/niiknow/bayes

naive bayes in php

bayes classifier machine-learning machine-learning-algorithms naive naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naivebayes php php-library php-ml

Last synced: 07 May 2025

https://github.com/remykarem/mixed-naive-bayes

Naive Bayes with support for categorical and continuous data

categorical-data machine-learning naive-bayes-algorithm

Last synced: 15 Dec 2024

https://github.com/packtworkshops/the-machine-learning-workshop

An interactive approach to understanding Machine Learning using scikit-learn

artificial-neural-networks calinski-harabaz-score dbscan-clustering k-means-clustering mean-shift naive-bayes-algorithm silhouette-score support-vector-machine

Last synced: 19 Dec 2024

https://github.com/gbroques/naive-bayes

A Python implementation of Naive Bayes from scratch.

classification data-mining data-mining-algorithms laplace-smoothing log-likelihood maximum-a-posteriori-estimation maximum-likelihood-estimation naive naive-algorithm naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naive-bayes-implementation naive-bayes-tutorial naivebayes python python3

Last synced: 04 May 2025

https://github.com/amallia/gaussiannb

Gaussian Naive Bayes (GaussianNB) classifier

gaussian machine-learning ml naive-bayes naive-bayes-algorithm naive-bayes-classifier

Last synced: 17 Jun 2025

https://github.com/casperkristiansson/elements-of-ai-building-ai

All exercises for the course Elements of AI - Building AI

bayes-classifier bayes-rule building-ai deep-learning elements-of-ai hill-climbing linear-regression linear-regression-models logistic-regression machine-learning naive-bayes naive-bayes-algorithm naive-bayes-classifier nearest-neighbor-search neural-networks overfitting probability-fundamentals

Last synced: 12 Apr 2025

https://github.com/rubixml/dota2

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

classifier cross-validation data-science dota dota2 machine-learning machine-learning-tutorial naive-bayes naive-bayes-algorithm naive-bayes-classifier php php-machine-learning php-ml prediction rubix-ml

Last synced: 04 Dec 2024

https://github.com/krzjoa/bace

A deck of Naive Bayes algorithms with sklearn-like API 🃏

bayes-classifier machine-learning-algorithms naive-bayes naive-bayes-algorithm naive-bayes-classifier

Last synced: 12 Apr 2025

https://github.com/rbayuokt/rb-naivebayes-web

Algoritma Naive Bayes merupakan sebuah metoda klasifikasi menggunakan metode probabilitas dan statistik, Algoritma Naive Bayes memprediksi peluang di masa depan berdasarkan pengalaman di masa sebelumnya

naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naive-bayes-implementation rbayuokt web

Last synced: 22 Apr 2025

https://github.com/namsor/java-naive-bayes-classifier-jnbc

A scalable, explainable Java Naive Bayes Classifier that works either in memory or on persistent fast key-value store (MapDB, RocksDB or LevelDB)

explain-classifiers explainable-ai explainable-artificial-intelligence leveldb mapdb naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naivebayesclassifier rocksdb

Last synced: 13 Jan 2025

https://github.com/ikanurfitriani/diabetes-prediction

This repository contains code archives for Diabetes Prediction with Machine Learning

decision-tree diabetes-dateset-analysis diabetes-prediction diabetes-prediction-model ipynb-jupyter-notebook jupyter-notebook knn-algorithm linear-regression logistic-regression-algorithm naive-bayes-algorithm python random-forest streamlit-webapp svm-model

Last synced: 13 Feb 2025

https://github.com/madhurimarawat/ml-model-datasets-using-streamlits

This repository contains my machine learning models implementation code using streamlit in the Python programming language.

classifier data-visualization decision-tree diabetes-dataset digits-dataset hyperparameter-tuning kaggle-datasets knn linear-regression logistic-regression machine-learning-algorithms machine-learning-project naive-bayes-algorithm python random-forest regressor streamlit-deployment supervised-learning svm wine-dataset

Last synced: 12 Apr 2025

https://github.com/hxndev/implementing-grep-using-naive-search

GREP is a command-line utility for searching plain-text data sets for lines that match a regular expression or simply a string. In this, I implemented GREP using Naive Search.

algorithm command-line cpp grep linux naive-bayes-algorithm search time-complexity-analysis utility

Last synced: 31 Mar 2025

https://github.com/shubham0204/gaussiannaivebayes_android_app

A simple implementation of the Gaussian Naive Bayes algorithm in Android ( with Kotlin ).

android android-application artificial-intelligence classification-algorithm kotlin kotlin-android machine-learning-algorithms mobile-development mobile-machine-learning naive-bayes-algorithm naive-bayes-classification

Last synced: 23 Jan 2025

https://github.com/mehmoodulhaq570/ai-language-detector-and-translator

A Python tool which utilize the Naive Bayes algorithm for language detection and English-to-French/Urdu translation. Backed by diverse datasets, it ensures precise results for seamless communication. Experience accurate linguistic processing without the complexity!

language-detection language-translator machine-learning machine-learning-algorithms naive-bayes-algorithm

Last synced: 11 Apr 2025

https://github.com/jabhij/predictivemodelling_cricket

Using past Sport (Cricket) data to predict next win for Team India, in any format of the cricket.

cricket cricket-data data-science machine-learning machine-learning-algorithms naive-bayes-algorithm naive-bayes-classifier pandas predective-modeling python3 sklearn svc svc-svm

Last synced: 06 Mar 2025

https://github.com/jbris/sentiment_analysis_examples

Several examples of sentiment analysis algorithms for textual data.

convolutional-neural-network docker logistic-regression machine-learning machine-learning-algorithms multilayer-perceptron multilayer-perceptron-network naive-bayes-algorithm naive-bayes-classifier natural-language-processing nltk python r rstudio sentiment-analysis sentiment-classification statistics support-vector-machine svm tidyverse

Last synced: 02 Mar 2025

https://github.com/reiiyuki/ml-activity-naive-bayes

Text Classification by Naive Bayes

bayesian-network machine-learning ml naive-bayes-algorithm naive-bayes-classifier nlp nlp-machine-learning

Last synced: 29 Mar 2025

https://github.com/reydvires/naive-bayes-classification

The Naive Bayesian classifier

algorithm artificial-intelligence lua lua-script luajit machine-learning naive-bayes-algorithm naive-bayes-classifier telkom-university zerobrane-studio

Last synced: 18 Feb 2025

https://github.com/andi611/naive-bayes-and-decision-tree-classifiers

Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)

adult-dataset data-mining data-mining-algorithms decision-tree decision-tree-algorithm decision-tree-classifier decision-trees graphviz income-dataset mushroom-classification mushroom-classifier naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier news-data scikit-learn scikitlearn-machine-learning sklearn

Last synced: 24 Mar 2025

https://github.com/ankushmallick1100/a-covid-19-infection-rate-detection-technique-using-bayes-probability

A COVID-19 Infection Rate Detection Technique Using Bayes Probability

c machine-learning machine-learning-algorithms machinelearning ml naive-bayes naive-bayes-algorithm naive-bayes-classifier paper

Last synced: 12 Mar 2025

https://github.com/RYANFRANKLIN237/Data-science-ml

trained ML and DL models to give accurate classifications,predictions and recommendations

artificial-neural-networks convolutional-neural-networks jupyter-notebooks kaggle keras logistic-regression naive-bayes-algorithm numpy pandas python scikitlearn-machine-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/takp/naive-bayes-sample

Infer the category of the document written in Japanese

naive-bayes naive-bayes-algorithm

Last synced: 18 Feb 2025

https://github.com/chaitanyak77/docbot

DocBot is a cutting-edge machine learning model built with a user-friendly Graphical User Interface (GUI) for seamless disease prediction based on input symptoms. By leveraging ML algorithms and intuitive design, DocBot provides accurate and accessible disease predictions, transforming the healthcare experience for users.

decision-trees gui machine-learning naive-bayes-algorithm random-forest-classifier tkinter-gui

Last synced: 06 Mar 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/mehmoodulhaq570/machine-learning-models

A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.

decision-trees gradient-descent gradient-descent-algorithm knn-algorithm linear-regression linear-regression-models logistic-regression-algorithm machine-learning-algorithms machine-learning-models ml naive-bayes-algorithm one-hot-encoding pca python random-forest-classifier scikit-learn svm-model

Last synced: 08 Apr 2025

https://github.com/anshul21107/sms-spam-classifier

SMS Spam Classifier is a machine learning project that classifies SMS messages as either spam or not spam (ham).

naive-bayes-algorithm nltk-library python tfidfvectorizer

Last synced: 02 Mar 2025

https://github.com/efecanxrd/naive-bayes-algorithm-from-scratch

Naive Bayes Algorithm From Scratch

naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier

Last synced: 05 Mar 2025

https://github.com/sophy8281/ml-agorithms

Implementation of various machine learning algorithms

adaline decision-tree-algorithm genetic-algorithm k-means-clustering k-nearest-neighbours naive-bayes-algorithm perceptron-learning-algorithm reinforcement-learning-algorithms

Last synced: 26 Feb 2025

https://github.com/kalthommusa/udacity-intro-to-ml-with-tensorflow

This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.

accuracy adaboost artificial-intelligence bagging cross-validation decision-tree-classifier linear-regression logistic-regression machine-learning-algorithms naive-bayes-algorithm perceptron-algorithm precision random-forest recall supervised-learning support-vector-machines tensorflow

Last synced: 10 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/dhrupad17/machine-learning-a-z

This is a practice Repository consisting of all the notebooks I have practiced for Machine Learning from basics to Advance

adaboost-algorithm classification-algorithm decision-trees gradient-boosting knn-algorithm logistic-regression mlalgorithms naive-bayes-algorithm random-forest regression-models svm-kernel svm-model

Last synced: 05 Mar 2025

https://github.com/ryanfranklin237/data-science-ml

trained machine learning models to give accurate classifications,predictions and recommendations

jupyter-notebooks kaggle keras logistic-regression naive-bayes-algorithm numpy pandas python scikitlearn-machine-learning tensorflow

Last synced: 17 Feb 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/iamdsc/disease_diagnoser

The project is currently under construction :)

machine-learning naive-bayes-algorithm python sklearn

Last synced: 11 Mar 2025

https://github.com/ajla-brdarevic/zadace-iz-vjestcke-inteligencije

Zadaće iz predmeta Vještačka inteligencija - PTF UNZE SI II Ciklus I Semestar 2024/25

ai jupyter-notebook naive-bayes-algorithm python simulated-annealing-algorithm

Last synced: 19 Feb 2025

https://github.com/maklonfr/predictiveanalytics-studentsperformance

Submission Dicoding Indonesia - Machine Learning Terapan (Predictive Students Analytics)

dicoding-submission logistic-regression-algorithm machine-learning naive-bayes-algorithm predictive-modeling random-forest-a xgboost-algorithm

Last synced: 03 Apr 2025

https://github.com/lijesh010/ml_project-iris_data_species_classification_algorithms

This repository contains a machine learning project focused on the classification of Iris flower species using different Classification algorithms.

decision-trees iris-dataset jupyter-notebook knearest-neighbor-algorithm logistic-regression machine-learning naive-bayes-algorithm python random-forest sklearn-library support-vector-machine

Last synced: 29 Mar 2025

https://github.com/mohamed-walied/sentiment-analysis-using-naive-bayes-algorithm

It's a Sentiment analysis Project using a Probabilistic model (Naive Bayes Algorithm). Using data from tweets on twitter to detect the postive and negative sentences.

jupyter-notebook naive-bayes-algorithm naive-bayes-classifier nlp python sentiment-analysis

Last synced: 24 Feb 2025

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

Basic Naive Bayes classifier for text classification using ngram

naive-bayes-algorithm naive-bayes-classifier ngram nlp text-classification text-preprocessing

Last synced: 21 Mar 2025

https://github.com/reydvires/ensemble-learning

Bagging with Naive Bayes, Machine Learning

algorithms bagging gaussian-processes lua lua-script machine-learning naive-bayes-algorithm naive-bayes-classifier telkom-university zerobrane-studio

Last synced: 18 Feb 2025

https://github.com/tusharpandey003/basics-of-machine-learning

Basics of machine learning is END-TO-END Repository which includes very Basic Machine Learning Models and Notebook

algorithms diabetes-prediction drug drug-discovery embedding embedding-models embeddings knn-algorithm logistic-regression lstm lstm-model machine-learning naive-bayes-algorithm neural-networks parameters-hyperparameters parkinsons-detection svm tensorflow tensorflowhub wine-review

Last synced: 14 Mar 2025

https://github.com/mahbub2001/zeror-classifier-oner-classifier-k-nearest-neighbor-classifiers-naive-bayesian-classifier-svm-svr

knn-classification naive-bayes-algorithm one-r svm svm-classifier svr zero-r

Last synced: 29 Mar 2025

https://github.com/pottekkat/naive-bayes-from-scratch

A simple implementation of the Naive Bayes Algorithm to understand its inner workings.

bayes bayes-classifier naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naive-bayes-implementation naivebayes naivebayesclassifier tennis tennis-weather

Last synced: 25 Feb 2025

https://github.com/abdulsamie10/naivebayestextclassification

This reposioty contains Naive Bayes algorithm using python, numpy.

colab colab-notebook jupyter-notebook naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier python python-3 python3

Last synced: 18 Feb 2025

https://github.com/naufal-yafi/text-mining-nb.model

Text mining using Naive Bayes algorithm

clasification data-science machine-learning naive-bayes-algorithm python3 scikit-learn streamlit-webapp text-mining

Last synced: 20 Feb 2025

https://github.com/arjunan-k/spilter

Build a model for classifying the email & SMS messages into spam or not spam using standard classifiers.

machine-learning naive-bayes-algorithm spam-detection spam-filtering

Last synced: 26 Feb 2025

https://github.com/hamzazafar10/car-price-predication-knn

Predicate car price from 4300+ data entries in dataset It Include KNN, Neural network ,Naive Bayes, KMean Clustering

data-science kmeans-clustering knn-algorithm machine-learning matplotlib naive-bayes-algorithm neural-network pandas sklearn

Last synced: 07 Apr 2025

https://github.com/kalana-dissanayake/titanic-model

artificial-intelligence machine-learning naive-bayes-algorithm

Last synced: 24 Mar 2025

https://github.com/jmarc00s/naivebayes

Classificador Naive Bayes

java naive-bayes-algorithm naive-bayes-classifier

Last synced: 31 Mar 2025

https://github.com/aryanparmarr/sentiment-analysis-of-product-reviews

Sentiment analysis, also known as opinion mining, is a NLP and ML task that involves identifying and categorizing sentiments expressed in text data. In the context of product reviews, sentiment analysis aims to determine whether the feedback provided by customers is positive, negative, or neutral.

ai jupyter-notebook logistic-regression machine-learning naive-bayes-algorithm nlp-machine-learning python python3 svm-model

Last synced: 24 Mar 2025

https://github.com/daniel-lima-lopez/sentiment-classification-with-naive-bayes-classifier

Python implementation of the Naive Bayes classifier, applied to the problem of classifying sentiments of Amazon product reviews

machine-learning naive-bayes naive-bayes-algorithm naive-bayes-classifier nlp python reviews

Last synced: 31 Mar 2025

https://github.com/atheeralzhrani/ml-projects

ML projects, which I worked on utilising different machine learning algorithms.

classification-trees clustering-algorithm liner-regestion logistic-regression naive-bayes-algorithm regression-trees svm-classifier xgboost-classifier xgboost-regression

Last synced: 24 Mar 2025

https://github.com/28ritu/naive-bayes-classifier

Naive Bayes Classification Task in MATLAB

classification matlab naive-bayes-algorithm naive-bayes-classifier

Last synced: 08 Apr 2025

https://github.com/justdvnsh/classification-methods

A collection of different classification techniques done on iris-dataset

classification classification-algorithm classification-model decision-trees iris iris-dataset knn knn-algorithm knn-classification logistic-regression machine-learning machine-learning-algorithms naive-bayes naive-bayes-algorithm naive-bayes-classifier random-forest

Last synced: 01 Apr 2025

https://github.com/ddeepanshu-997/naive-bayes

In this project i am performing the naive bayes on the given dataset , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e Naive Bayes.

data-science machine-learning-algorithms machinelearning naive-bayes naive-bayes-algorithm naive-bayes-classifier

Last synced: 28 Feb 2025

https://github.com/r-mahesh45/salary-prediction-using-naive-bayes

This project uses the Naive Bayes classification algorithm to predict an individual's salary based on features like age, education, occupation, and more. It evaluates model accuracy on training and test datasets. The model achieved a 77% accuracy on both sets.

extract-transform-load machine-learning-algorithms naive-bayes-algorithm python3

Last synced: 25 Mar 2025

https://github.com/iamyourdre/naive-bayes-classifier-js

Naive Bayes classifier developed with MySQL, ExpressJS, and NodeJS by @iamyourdre.

backend data data-science expressjs javascript mysql naive-bayes naive-bayes-algorithm naive-bayes-classifier nodejs

Last synced: 09 Apr 2025

https://github.com/aashish22bansal/personal-bank-loan-modelling

The model compares several different algorithms and predicts whether a family will be granted the loan from the bank or not.

decision-tree-classifier logistic-regression naive-bayes-algorithm random-forest-classifier

Last synced: 01 Mar 2025

https://github.com/cheng-lin-li/natural-language-processing

This is my Natural Language Processing related programs repository

good-turing hmm hmm-viterbi-algorithm laplace-smoothing lidstone-smoothing naive-bayes-algorithm naive-bayes-classifier natural-language-processing nlp perceptron sentiment-classification viterbi-algorithm

Last synced: 01 Mar 2025

https://github.com/hangsbreaker/multinomialnaivebayes

Library for Multinomial Naive Bayes Classification

multinomial-naive-bayes naive-bayes naive-bayes-algorithm naive-bayes-classification php

Last synced: 17 Mar 2025

https://github.com/kush1912/text-classification

This is one of the Projects which was done in interest to learn the difference between the different classification algorithm and derive a solid conclusion from that. It scrap sthe data from youtube and related to six different classes and then by using different classification algorithm it classifies them.

beautifulsoup4 naive-bayes-algorithm neural-network randomforest selenium-webdriver svm-classifier text-classification tfidf-vectorizer webscrapping xgboost-algorithm youtube