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Projects in Awesome Lists tagged with classification-algorithm

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

https://github.com/mrseanryan/entity-classifier

Classify entities into clusters via embedding vectors, using a given list of category names

classification classification-algorithm embedding-vectors machine-learning

Last synced: 08 Nov 2025

https://github.com/marta-barea/mlp-iris-classifier

A simple project to train and evaluate a multilayer perceptron on the Iris Sepecies data using TensorFlow, SciKeras, and Scikit-Learn.

classification-algorithm deep-learning iris-classification iris-dataset multilayer-perceptron neural-networks python

Last synced: 20 Aug 2025

https://github.com/akinbicer/turkish-compliment-classification-with-nlp

This repository contains a Python script for training, evaluating, and deploying a Natural Language Processing (NLP) model for classifying compliments in Turkish language. The model is trained using the Multinomial Naive Bayes algorithm and is saved in ONNX and Joblib formats for deployment.

classification classification-algorithm classification-model compliment-generator deel-learning joblib machine-learning multinomial multinomial-naive-bayes natural-language-processing nlp nlp-deep-learning nlp-machine-learning onnx onnx-models onnx-tf python turkish-compliment-classification turkish-nlp

Last synced: 25 Aug 2025

https://github.com/datarohit/titanic-survival-data--classification

This is a Titanic Survival Data from Kaggle Competition with Multiple Classification Algorithm testing and Detailed Exploratory Data Analysis.

classification-algorithm kaggle-competition machine-learning-algorithms matplotlib-pyplot numpy pandas seaborn sklearn

Last synced: 10 Apr 2026

https://github.com/gajendrasharma-github/employee-promotion-prediction-analytics

A Classification Project using F1_Score as the evaluation Metric

classification-algorithm decision-tree xgboost-classifier

Last synced: 06 Mar 2025

https://github.com/gorosgobe/decision-ex

My first attempt at Elixir, a basic implementation of decision trees.

classification classification-algorithm classification-trees decision-trees elixir elixir-lang information-gain

Last synced: 30 Jun 2025

https://github.com/efficientgoose/email-spam-classifier

"Email Spam Classifier" is a GitHub repository containing codes and datasets for a machine learning model that takes a text input and determines whether it is spam or not.

classification classification-algorithm machine-learning ml-project

Last synced: 15 Mar 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/easonlai/diabetes_prediction_lr_xgb

This is a sample code repository to leverage classic "Pima Indians Diabetes" from UCI to perform diabetes classification by Logistic Regression & Gradient Boosting algorithms.

classification classification-algorithm classification-model diabetes diabetes-prediction gradient-boosting gradient-boosting-algorithm logistic-regression logistic-regression-algorithm python python3 sklearn xgboost

Last synced: 07 Jan 2026

https://github.com/pvlbzn/kot-or-not

Logistic regression (shallow neural network) which predicts whether input image is a cat or not.

classification-algorithm image-classification logistic-regression machine-learning neural-network numpy

Last synced: 01 Mar 2025

https://github.com/viktoriaszabo-sz/brain-tumor-classification

Brain Tumor Classification with support vector machines

classification-algorithm machine-learning svm-model

Last synced: 06 Dec 2025

https://github.com/arshad115/uni-mannheim-masters-thesis

Public repo for my masters thesis "Identification of Polysemous Entities in a Large Scale Database (WebIsALOD)" for University of Mannheim Masters in Business Informatics, Chair of Data and Web Science.

classification classification-algorithm data-science gensim hdp latent-dirichlet-allocation lda lda-models masters-thesis polysemous-entities polysemy thesis topic-modeling uni-mannheim webisadb wikipedia-data

Last synced: 08 May 2026

https://github.com/varun-khorgade/churnshield-customer-retention-predictor

Built an ML-based classification model to predict customer churn. Applied data preprocessing, feature engineering, and ensemble algorithms to improve prediction accuracy and help businesses implement retention strategies.

classification-algorithm datapreprocessing f1-score feature-engineering hyperparameter-tuning logistic-regression matplotlib model-evaluation numpy pandas python ran roc-auc scikit-learn seaborn xgboost

Last synced: 07 May 2026

https://github.com/nano-a/medicinal-plant-classifier

Classificateur de plantes médicinales basé sur RandomForest. Prédiction binaire avec explications et métriques complètes (accuracy, F1, ROC). Interface web interactive.

botany classification-algorithm data-science flask machine-learning medicinal-plants plant-classification python random-forest

Last synced: 07 Feb 2026

https://github.com/datarohit/car-evaluation--classification

This is a Kaggle Dataset where we classify the cars using their various features. Here I used plotly to visualize the Accuracy Scores. Also I used CrossValScore to get More accurate Accuracy Score.

classification-algorithm cross-validation-score machine-learning matplotlib-pyplot numpy pandas sklearn

Last synced: 28 Apr 2026

https://github.com/jawadddd/brain-cancer-detection

It includes preprocessing, training & testing of detection of brain cancer using CNN.

artificial-intelligence classification-algorithm cnn machine-learning streamlit supervised-data supervised-learning

Last synced: 01 May 2026

https://github.com/prashver/titanic-survival-prediction

This project tackles the Titanic challenge on Kaggle, predicting passenger survival based on variables like age, sex, and passenger class. The Jupyter notebook covers essential steps of a data science pipeline, including exploratory data analysis, data cleaning, feature engineering, and modeling. The dataset used is the Titanic dataset.

classification-algorithm machine-learning-algorithms matplotlib numpy pandas scikit-learn seaborn

Last synced: 02 May 2026

https://github.com/datarohit/disaster-tweet-classification

This is a Dataset from Kaggle for practicing NLP using nltk. The tweets are classified based on the sentiments of the tweets. I used CountVectorizer to convert text to vectors to be put in Classification model.

classification-algorithm nlp-machine-learning nltk-python pandas sklearn

Last synced: 05 May 2026

https://github.com/therealaj/log-reg

analyzing Titanic w/ logistic regression from scratch

classification-algorithm kaggle-competition logistic-regression

Last synced: 08 May 2026

https://github.com/mariam-badr-mb/gtc-ml-project2-diabetes-prediction

This project is part of the GTC Machine Learning Program. It demonstrates the end-to-end ML workflow by building a predictive model for diabetes detection

classification-algorithm data-analysis data-visualization diabetes-prediction gridsearchcv hyperparameter-tuning machine-learning python

Last synced: 09 May 2026

https://github.com/theemperorofdaiviet/naive_bayes

The implementation of Naive Bayes Classifier built from scratch!

classification-algorithm machine-learning naive-bayes-classifier python

Last synced: 02 Apr 2025

https://github.com/anonymo2239/big-data-churn-analyzer

Scalable customer churn prediction using PySpark. Includes EDA, feature engineering, modeling, and real-time inference on new data.

big-data churn-analysis churn-prediction classification-algorithm data-analysis data-science data-visualization modeling pyspark

Last synced: 21 May 2026

https://github.com/lukemercouris/bike_rental_predictor

Bike Rental Demand Prediction: Built regression model to forecast hourly bike rentals in DC using time-based features and Gradient Boosting Regressor. Achieved R² of 0.965, RMSE of 33.94, and MAE of 22.49. Created Streamlit web app for real-time rental predictions.

classification-algorithm gradient-boosting machine-learning machine-learning-algorithms python regression-algorithms regression-models streamlit streamlit-webapp

Last synced: 04 May 2026

https://github.com/abhi227070/wine-quality-prediction

The Wine Quality Prediction project utilizes machine learning to assess wine quality based on various parameters. It offers a user-friendly interface built with Streamlit for easy interaction. Deployed on AWS, it provides scalable access to quality predictions for wine batches.

classification-algorithm machine-learning machine-learning-algorithms machinelearning matplotlib numpy pandas python3 seaborn

Last synced: 11 Apr 2026

https://github.com/billsioros/classifier2d

2D Pattern Classification via Linear Programming for presentation purposes only

classification classification-algorithm classifier linear-programming presentation python python3

Last synced: 18 Mar 2025

https://github.com/dosbolacademic/heart-failure-prediction-project-heart-failure-prediction-

I used Linear Regression and Logistic Regression to predict predict when people will have mortality caused by heart failure. Also, I used turning hyperparameters for Logistic Regression and Rigo/Lasso for Linear Regression

classification-algorithm hyperparameter-tuning linear-regression logistic-regression plots regression-algorithms

Last synced: 02 Nov 2025

https://github.com/erickorsi/mtg-learner

Text classifier with 2 part process for grammar check and vocabulary check.

classification-algorithm doc2vec ensemble lstm machine-learning natual-language-processing neural-network parts-of-speech word2vec

Last synced: 16 Jan 2026

https://github.com/phoenixsmaug/classification-guide

A guide for solving classification problems using various regression models.

classification classification-algorithm guide regression regression-models

Last synced: 18 Feb 2026

https://github.com/thoth2357/Pneumonia-Detection

Pneumonia detection on chest Xrays using both Transfer learning(TL) models and Non TL Models

classification-algorithm deep-learning deep-neural-networks keras-tensorflow pneumonia-classification

Last synced: 14 Sep 2025

https://github.com/al-ghaly/titanic-machine-learning

Bunch of Machine Learning Classification Models to predict the if a passenger is most likely die

classification-algorithm data-science machine-learning machine-learning-algorithms

Last synced: 15 Mar 2025

https://github.com/ap-atul/trip-history-analysis

Data Analysis on 'Captial Bikeshare : A bike sharing service in the United States'

classification-algorithm data-analytics ml-from-scratch

Last synced: 02 Sep 2025

https://github.com/abeed04/iris-flower-classification

Simple classification approach to identify different species of Iris Flowers.

classification-algorithm exploratory-data-analysis logistic-regression machine-learning prediction

Last synced: 10 Jun 2025

https://github.com/debanganghosh08/prime_ml_model

This is the official repository of Debangan Ghosh. Here I made a Streamlit App for my Fine tuned ML prediction models for MASAI Hackathon

classification-algorithm fine libraries machine-learning python tuning-hyperparameters website-development

Last synced: 10 Jun 2025

https://github.com/darkdk123/simple-heart-disease-classification

This Experiment provides a comprehensive approach to forecast heart disease risks by performing a detailed data analysis, predictive modeling & hyperparameter tuning. This leads to a `LinearSVC` model with 90% Accuracy

classification-algorithm data-science data-visualization exploratory-data-analysis heart-disease-prediction machine-learning

Last synced: 17 Nov 2025

https://github.com/victorlcastro-dsa/coping_struggles_prediction

Repositório para prever dificuldades de enfrentamento com base em dados de saúde mental. Inclui análise, visualização e modelagem usando aprendizado de máquina. Resultados alcançam 86.58% de acurácia com um Voting Classifier.

classification-algorithm data-analysis data-science data-visualization machine-learning-algorithms problem-solving project-based-learning python

Last synced: 19 Apr 2025

https://github.com/shanthi-1821/software_development_ml_project

Software Development : AI-ML Supervised Classifier project on Security Authentication Algorithm

classification-algorithm google-colab machine-learning-algorithms python3 security software-development

Last synced: 18 May 2026

https://github.com/lucagiudice/stellarpath

deep learning patient classifier based on patient similarity networks

classification-algorithm deep-neural-networks multi-omics-data patient-similarity-networks

Last synced: 01 Apr 2025

https://github.com/tnleite/credit-card-customer-clustering

Este repositório apresenta um projeto de segmentação e predição de clientes de cartões de crédito. Utilizando EDA, clusterização (K-Means) e machine learning, o objetivo é prever o grupo de novos clientes, apoiando estratégias de marketing personalizadas.

classification-algorithm clustering-algorithm clustering-analysis data-science exploratory-data-analysis kmeans-clustering logistic-regression machine-learning-algorithms machine-learning-models matplotlib numpy scikit-learn seaborn

Last synced: 07 May 2026

https://github.com/emmanueltobi/ai-academy-university

Code samples from the Intel Nervana AI Academy University held in FUTA

ai classification-algorithm dataset intel numpy regression regression-models sklearn

Last synced: 01 May 2026

https://github.com/jeanbou/tdts

Matlab based Ph.D. project T-DTS, developed during for the thesis 2006-2009. It's the enhanced version of Tree-like Divide to Simplify (T-DTS) ANN (AI/ML) structure-based tool used for classification tasks. The credits: the v.1.0 was developed by Dr. M. Rybnik under supervision of Prof. K. Madani

ai ann artificial-intelligence artificial-neural-networks big-data bigdata classification classification-algorithm classification-trees coding decomposition ibm-neuro-computer love machine-learning t-dts tdts treelikedividetosimplify zisc zisc-036

Last synced: 25 Mar 2025

https://github.com/techshot25/winningprimaries

Finding best prediction method for winning the primary elections.

classification-algorithm decision-tree-classifier machine-learning machine-learning-algorithms

Last synced: 20 Jul 2025

https://github.com/marta-barea/mlp-diabetes-classifier

A simple project to train and evaluate a multilayer perceptron on the Pima Indians Diabetes Dataset using TensorFlow, SciKeras, and Scikit-Learn.

classification-algorithm deep-learning diabetes-prediction multilayer-perceptron neural-networks pima-indians-diabetes python

Last synced: 24 Jun 2025

https://github.com/csengupta1101/titanic-survivor-prediction

The sinking of the Titanic is one of the most infamous shipwrecks in history. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others. In here we need to build a predictive model that answers the question: “what sorts of people were more likely to survive?”

classification-algorithm jupyter-notebook kaggle-competition linear-regression logistic-regression python python3 svm-classifier titanic

Last synced: 13 May 2026

https://github.com/caritoramos/predictive-classification-model-in-python

This project applies Machine Learning classification models to predict customer acceptance of marketing offers using Python and libraries such as Pandas, NumPy, Scikit-learn, and XGBoost.

classification-algorithm data-science decision-tree-classifier logistic-regression machine-learning random-forest

Last synced: 02 Apr 2025

https://github.com/reynaaaaaaaaaaa/java_algorithm_wrapper

Java framework for a classification algorithm

algorithms classification-algorithm demo java

Last synced: 30 May 2026

https://github.com/shridhar1504/wine-customer-segment-classification-using-lda-datascience-project

This project is to classify the Customers who prefers three types of wine and by using Linear Discriminant Analysis(LDA) after reducing the dimensions we can able to classify the Customers into 3 segments based on their preference.

classification-algorithm classification-models data-science dimensionality-reduction linear-discriminant-analysis machine-learning machine-learning-algorithms supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/churn-prediction-classification-datascience-project

This is a Machine Learning project that predicts whether a customer will stop using the product or service(Churn) based on their historical data provided by Bank

classification-algorithm classification-models data-science machine-learning supervised-learning

Last synced: 09 Apr 2025

https://github.com/baponkar/scikit-logisticregression-application

A simple and detail application analysis of sci kit learn LogisticRegression model .

classification-algorithm logistic-regression machine-learning python3 scikit-learn

Last synced: 04 May 2026

https://github.com/laoluadewoye/skloverlay

This repository is the official location of the SKLOverlay Project. Here, it will hold everything used for the package on Py Pi, including source files.

classification classification-algorithm data-science data-wrangling evaluation-metrics excel graphics graphs machine-learning machine-learning-algorithms matplotlib modeling pandas preprocessing scikit-learn

Last synced: 22 Feb 2026

https://github.com/abhaypaii/compare-ml-algo-app

I use the LazyPredict python library to compare the time and memory usage of every regressor/classifier algorithm for a user's dataset

algotithms classification-algorithm ml python3 regression-algorithms

Last synced: 05 Sep 2025

https://github.com/serverdaun/ml_project_sber

This repository contains a machine learning project aimed at predicting user actions on a car subscription service’s website.

classification-algorithm fastapi machine-learning predictive-modeling python

Last synced: 08 May 2026

https://github.com/shortthirdman/predictorxvault-cookbook

Master Machine Learning: A Collection of Classification & Regression Algorithms in Action

classification-algorithm jupyter-notebook jupyterlab keras matplotlib numpy pandas python python3 pytorch regression regression-models tensorflow

Last synced: 13 Apr 2026

https://github.com/dakii24/credit-card-fraud-detection

This repository contains a machine learning project focused on detecting fraudulent credit card transactions. The project includes data preprocessing, model training, and evaluation to identify and prevent fraudulent activities.

capstone-project class-imbalance classification-algorithm credit-card credit-card-fraud data-science decision-trees fraud machine-learning open-data python scikit-learn svm svm-classifier

Last synced: 04 May 2026

https://github.com/akansharajput280799/covid19-impact-analysis-usa

Data Analysis and Predictive Modeling to study COVID-19 impact across age groups, regions, and seasons in the USA.

classification-algorithm clustering-algorithm data-preprocessing data-visualization descriptive-statistics exploratory-data-analysis matplotlib numpy pandas seaborn

Last synced: 13 Apr 2026

https://github.com/brandonmanke/k-means-clustering

K-Means clustering & classification algorithm for n-dimensional vectors implemented in C++

classification-algorithm clustering-algorithm cplusplus googletest k-means-clustering machine-learning unsupervised-learning

Last synced: 13 Jun 2025

https://github.com/tnleite/loan-approval-prediction

Este repositório apresenta um modelo preditivo de aprovação de empréstimos, focado em minimizar o risco de inadimplência. Utilizando EDA e algoritmos de machine learning (Random Forest, XGBoost), ajustamos o threshold para maximizar o recall de inadimplentes, contribuindo para uma gestão de riscos eficiente.

classification-algorithm data-science exploratory-data-analysis machine-learning-algorithms machine-learning-models matplotlib numpy scikit-learn scipy seaborn xgboost-classifier

Last synced: 13 Apr 2026

https://github.com/swapnanildutta/mushroom-classification-web-app

Hosting the Machine Learning Classification Algorithms using Streamlit, on Mushroom Data Set.

classification classification-algorithm machine-learning machine-learning-algorithms python3 streamlit streamlit-webapp webapp

Last synced: 17 May 2026

https://github.com/ahmedrafat-sw/spam-detection-model

Spam detection model using Python and Logistic Regression Algorithm for detecting Spam emails or messages

classification-algorithm classification-model logistic-regression machine-learning python spam-detection

Last synced: 10 Sep 2025

https://github.com/anamariapego/data-science

Este repositório é destinado a projetos de análise de dados, aprendizado supervisionado e não supervisionado, regras de associação, processamento de linguagem natural, entre outros.

analytics classification-algorithm data-science nlp-machine-learning projects regression-models

Last synced: 14 Jun 2025

https://github.com/kunalparkhade/service-desk-ticket-classification

Service Desk Ticket Classifier is an intelligent system that uses a Convolutional Neural Network (CNN) to classify service desk tickets into predefined categories and automatically route them to the appropriate departments via email. This streamlines customer service processes, improves response time, and enhances operational efficiency.

anaconda classification classification-algorithm classification-models machine-learning python real-time streamlit

Last synced: 05 May 2026

https://github.com/shriyaak/machinelearning.studyjournal.1

This repository contains my study and practice of key machine learning concepts, including:

association-rule-learning classification-algorithm clustering-algorithm datapreprocessing regression-models

Last synced: 21 Jun 2025

https://github.com/caefleury/trainee-cis-ieee

Repositório com o codigo dos desafios semanais do kaggle

classification-algorithm data-science neural-networks regression-models

Last synced: 26 Mar 2025

https://github.com/gakas14/spam_classifier

In this project we are going to Build a spam classifier.

classification-algorithm logistic-regression nltk-python

Last synced: 07 Mar 2026