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Projects in Awesome Lists tagged with classification-models

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

https://github.com/brian-j-smith/MachineShop

MachineShop: R package of models and tools for machine learning

classification-models machine-learning predictive-modeling r regression-models survival-models

Last synced: 14 Mar 2025

https://github.com/brian-j-smith/machineshop

MachineShop: R package of models and tools for machine learning

classification-models machine-learning predictive-modeling r regression-models survival-models

Last synced: 12 Mar 2026

https://github.com/bluebrain/morphoclass

Neuronal morphology preparation and classification using Machine Learning.

classification-models morphologies

Last synced: 14 May 2025

https://github.com/sayamalt/water-quality-prediction

Successfully established a machine learning model which can predict whether any given water sample is potable or not, based on its set of various properties, to a considerably high level of accuracy.

classification-models data-visualization exploratory-data-analysis feature-engineering imbalanced-learning model-deployment outlier-treatment supervised-machine-learning

Last synced: 31 Aug 2025

https://github.com/imharshag/data-mining-models-weka

This aims to explore different data mining techniques, such as classification, regression, clustering, and association rule mining, using datasets available in Weka.

classification-models machine-learning weka

Last synced: 11 Mar 2025

https://github.com/ahmedshahriar/customer-churn-prediction

Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.

binary-classification catboost classification-models customer-churn-prediction ensemble-classifier hyperparameter-optimization kaggle lightgbm optuna pandas-python scipy stacking-ensemble xgboost

Last synced: 27 Sep 2025

https://github.com/jordandeklerk/sieve

Python package for penalized sieve estimation in tensor product spaces for non-parametric regression and classification estimation.

classification-models high-dimensional-statistics multivariate-regression nonparametric-regression nonparametric-statistics penalized-regression sieve tensor-product

Last synced: 04 Oct 2025

https://github.com/emuell/afec-classifiers

Audio sample datasets and Tensorflow experiments for AFEC's classifiers

afec classification-models dataset keras-tensorflow lightgbm machine-learning

Last synced: 01 Mar 2025

https://github.com/denpalrius/sports_action_recognition

A comparative study of ViViT, CNN-GRU sequence models for video action recognition using the UCF101 dataset

classification-models cnn resnet rnn video-vision-transformer vision-transfor vivit

Last synced: 17 Apr 2026

https://github.com/nouranhaitham/ml_waterquality

A notebook aimed at predicting and improving water safety by analyzing contaminants and pollution levels in water sources, enhancing public health and ensuring access to clean drinking water.

classification-models cleansing-data dataprocessing dataset decision-trees gridsearchcv hyperparameter-tuning logistic-regression machine-learning prediction python randomforestclassifier regression-models water-quality

Last synced: 05 Jan 2026

https://github.com/manojrathod0777/loan-prediction

Predict loan approval status using machine learning techniques. This project demonstrates data preprocessing, feature engineering, model training, and evaluation, along with an interactive Streamlit app for real-time predictions. Ideal for financial decision-making.

classification-models data-analysis data-science financial-analytics jupyter-notebook loan-prediction machine-learning predictive-modeling python streamlit-app

Last synced: 13 Apr 2026

https://github.com/ironvenom/pulsar-classification

Implementation of various classification models for Pulsar Classification.

classification-models ensemble-classifier python sklearn

Last synced: 13 Apr 2026

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: 01 Mar 2025

https://github.com/haseeeb21/machine-learning-models

Machine Learning Models trained on Scikit-learn datasets. This repository contains the code files and saved models trained on Toy datasets (Classification & Regression), and Real World dataset.

anaconda classification classification-models jupyter-notebook knn knn-classification machine-learning machine-learning-algorithms python3 regression regression-models scikit-learn scikit-learn-python scikitlearn-machine-learning svm svm-classifier vscode

Last synced: 23 Oct 2025

https://github.com/virajbhutada/telecom-customer-churn-prediction

Predict and prevent customer churn in the telecom industry with this project. Harness the power of advanced analytics and Machine Learning on a diverse dataset to develop a robust classification model. Gain deep insights into customer behavior and identify critical factors influencing churn using interactive Power BI visualizations.

churn-prediction classification-models customer-attrition-analysis customer-churn-prediction data-analysis data-science decision-tree-classifier eda logistic-regression machine-learning machine-learning-algorithms machine-learning-models pandas powerbi powerbi-desktop python random-forest-classifier roc-curve xgboost-classifier

Last synced: 09 Apr 2026

https://github.com/dita-deb/neuralnetworks-machinelearning_labs

Compilation of all files and projects from Neural Networks and Machine Learning -Anindita

classification-models computer-vision machine-learning neural-networks python raspberry-pi-4 raspberry-pi-camera

Last synced: 17 Apr 2026

https://github.com/manish506/loan-approval-prediction

Explore predictive modeling in this project by applying classification techniques to a loan approval dataset. Analyze and preprocess the data, then use models like K-Nearest Neighbors, Random Forest, SVC, and Logistic Regression to predict loan outcomes. Gain insights into approval factors and enhance prediction accuracy.

classification classification-models data-analysis data-science jupyter-notebook loan-approval-prediction machine-learning predictive-analytics predictive-modeling project python

Last synced: 19 Jan 2026

https://github.com/ahmad-ali-rafique/decision-tree-classifier-modeling

👏Comprehensive exploration of decision tree classifiers, including data cleaning, model building🏩, and performance evaluation on various datasets.

analytics classification classification-models data data-science dataanalytics datacleaning dataset decision-tree-classifier models

Last synced: 20 Apr 2026

https://github.com/manojrathod0777/heart_attack

Predict the likelihood of heart attacks using machine learning. Includes data preprocessing, feature selection, model training, and evaluation to assist early diagnosis and intervention

artificial-intelligence classification-models data-science healthcare-analytics heart-attack-prediction jupyter-notebook machine-learning medical-data predictive-modeling python

Last synced: 26 Mar 2025

https://github.com/parthds02/rain-prediction-in-australia-implementing-and-evaluating-multiple-classification-models

This project focuses on predicting rainfall in Australia using various classification models. It involves exploring and preprocessing the dataset, training multiple machine learning models, and evaluating their performance. The goal is to identify the best model for accurate rain prediction.

classification-models coursera data-science jupyter-notebook machine-learning-algorithms model-evaluation python rainfall-prediction

Last synced: 03 Apr 2025

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

This project predicts customer churn in a bank using Principal Component Analysis (PCA). This can be helpful for churn prediction, as it can help to identify the most important features that contribute to customer churn.

classification-algorithm classification-models data-science dimensionality-reduction machine-learning principal-component-analysis supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/cancer-prediction-datascience-project

The Cancer Prediction and Classification project aims to develop a Machine Learning based system for the prediction of the Diagnosis of the Cancer.

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

Last synced: 20 Jun 2025

https://github.com/monish-nallagondalla/universal-bank

Credit Card Ownership Prediction A machine learning project that predicts credit card ownership using features like age and income, balancing class distributions for improved accuracy.

classification-models credit-card-prediction data-analysis data-classification decision-tree-classifier imbalanced-datasets machine-learning model-evaluation python scikit-learn

Last synced: 05 Apr 2025

https://github.com/najmaelboutaheri/land-use-scene-classification

The project shows the process of data loading, preprocessing, model training, and evaluation for classifying land use scenes using various machine learning or deep learning techniques, specifically Convolutional Neural Networks (CNN).

classification-models cnn-architecture cnn-model data-mining geospatial keras model-evaluation-metrics tensorflow

Last synced: 24 Feb 2025

https://github.com/xaheli/deeplense_ml4sci-gsoc25

Implementation of ML4SCI evaluation tasks for GSoC 2025, featuring deep learning approaches for gravitational lensing analysis including multi-class classification, lens finding with class imbalance and generative models for synthetic lensing image creation.

classification-models computer-vision deep-learning gans gsoc-2025 ml4sci

Last synced: 04 Nov 2025

https://github.com/faizpuad/datascienceproject-loandefaultassessmentusingclassificationalgorithm

Loan default risk prediction for NotALoanShark using Logistic Regression. Focused on data exploration, cleaning, and feature selection to identify high-risk borrowers and reduce financial risk

classification-models data-science loan-default-prediction machine-learning

Last synced: 01 Mar 2025

https://github.com/ahmad-ali-rafique/random-forest-classifier-modeling

Detailed exploration of random forest classifiers, including data cleaning, model building, and performance evaluation on various datasets.

classification classification-models data dataanalytics datamodel dataset model-checking models random-forest random-forest-classifier

Last synced: 05 Mar 2025

https://github.com/subham-agrawall/neural-network-scratch

This repository has multi-layer perceptron (MLP) implemented from scratch to understand and grasp basic concepts.

classification-models logistic-regression multilayer-perceptron-network neural-networks

Last synced: 08 Nov 2025

https://github.com/raghavendranhp/industrial_copper_modelling

Industrial Copper Modeling optimizes pricing decisions using advanced ML. Predict sales with accuracy, classify leads, and streamline decision-making.

classification-models copper decision-tree-classifier decision-tree-regression pickle-file predictive-modeling regression-models scikit-learn

Last synced: 24 Feb 2025

https://github.com/galois1915/ibm-machine-learning

This program consists of courses that provide you with a solid theoretical understanding and considerable practice of the main algorithms, uses, and best practices related to Machine Learning.

classification-models deep-learning feature-engineering regression-models reinforcement-learning unsupervised-learning

Last synced: 18 Apr 2025

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

This repository contains My all Machine learning Projects which are implemeted and also i have aplied the core machine learning concepts to understand the ML algorithms thourghly through project based Learning

algorithm-classification bugsnag challenges-solved classification-models deep-learning inoovative layer-classification machine-learning model-haluscination network-layers neural-layers pixel-atta projects sentiment-neurals

Last synced: 24 Mar 2025

https://github.com/andremenezesds/machine_learning_test

Testing among various Machine Learning models and parameters, in order to further study their behaviour for Classification, Regression and Clustering analysis.

classification-models clustering-models machine-learning numpy pandas regression-models sklearn

Last synced: 30 Oct 2025

https://github.com/architj6/cancerguardian

CancerGuardian is a machine learning-powered web app that helps predict breast cancer diagnoses based on cytology measurements. 🩺✨ Built with Streamlit, Scikit-Learn, and Plotly, this tool visualizes tumor characteristics and provides predictions using a trained model. 🚀

binary-classification breast-cancer-prediction classification-models data-science data-visualization deep-learning healthcare healthcare-ai machine-learning medical-ai medical-diagnostics predictive-analytics python streamlit supervised-learning

Last synced: 24 Mar 2025

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