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Projects in Awesome Lists tagged with knn-classification

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

https://github.com/mrlathome/faceutils

Face recognition using dlib and kNN classification (ROS compatible)

dlib dlib-tracker face-landmarks face-recognition gender-classification iranian knn-classification

Last synced: 09 May 2025

https://github.com/prashant0598/face-recognition

Face Recognition Project made in Machine Learning using KNN algorithm and open cv for python

face-detection knn-classification machine-learning

Last synced: 16 Jun 2025

https://github.com/nazanin1369/datamining-knn

Implement KNN classification algorithm in Python

knn-classification machine-learning

Last synced: 23 Mar 2025

https://github.com/evernext10/hand-gesture-recognition-machine-learning

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

artificial-intelligence colombian-sign-language colombian-signal-language f1-score feature-extraction gesture hand knearest-neighbor-classifier knn-classification knn-classifier lsc machine-learning machinelearning neural-network precision preprocessing recall recognition signal-processing support-vector-machines

Last synced: 22 Apr 2025

https://github.com/hunterdii/ai-nexus

AI Nexus 🌟 is a streamlined suite of AI-powered apps built with Streamlit. It features 👗 StyleScan for fashion classification, 🩺 GlycoTrack for diabetes prediction, 🔢 DigitSense for digit recognition, 🌸 IrisWise for iris species identification, 🎯 ObjexVision for object recognition, and 🎓 GradeCast for GPA prediction with detailed insights.

cifar10-classification datascience diabetes-prediction diabetes-risk-prediction good-first-issue gpa-prediction gradient-boosting iris-flower-classification keras-classification-models knn-algorithm knn-classification linear-regression machine-learning mnist-classification mnist-fashion-classification python3 random-forest-regression streamlit tensorflow-models xgboost-algorithm

Last synced: 22 Apr 2026

https://github.com/wgcban/mix-bt

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

barlow-twins byol cifar-10 cifar-100 contrastive-learning imagenet knn-classification linear-probing mixup representation-learning self-supervised-learning simclr stl-10 tiny-imagenet

Last synced: 13 Sep 2025

https://github.com/reachsumit/msca-31005-database-class-project

The aim of our team was to use data from meetup.com to build a recommender system which will identify and suggest groups and activities to a member based on their interest and additional interests of similar members. Furthermore, a social network analysis was done to identify the relationship between groups and people.

aws-ec2 aws-rds collaborative-filtering database-schema etl gephi jupyter-notebook knn-classification meetup meetup-api mysql-database pymysql python-3-6 social-network-analysis tableau

Last synced: 07 Mar 2026

https://github.com/reachsumit/MSCA-31005-database-class-project

The aim of our team was to use data from meetup.com to build a recommender system which will identify and suggest groups and activities to a member based on their interest and additional interests of similar members. Furthermore, a social network analysis was done to identify the relationship between groups and people.

aws-ec2 aws-rds collaborative-filtering database-schema etl gephi jupyter-notebook knn-classification meetup meetup-api mysql-database pymysql python-3-6 social-network-analysis tableau

Last synced: 04 Apr 2025

https://github.com/chenwr727/face-album-mind

FaceAlbumMind is an AI-powered tool for automatic photo album organization. It detects faces, generates feature vectors, and clusters photos based on facial similarities, helping you efficiently manage your photo collection.

face-clustering face-detection face-recognition knn-classification streamlit-webapp

Last synced: 26 Jun 2025

https://github.com/AndreAlz/Chatbot-Shiny

Chatbot developed in R Shiny using 2 KNN models for classification with Caret library.

chatbot knn knn-classification r shiny shiny-apps

Last synced: 30 Jul 2025

https://github.com/kamil5b/knnGo

I created K-Nearest Neighbor Algorithm using Go language. Initially, this project is for my assignment but I decided to publish it.

ai artificial-intelligence go golang knn knn-algorithm knn-classification knn-classifier

Last synced: 07 May 2025

https://github.com/ruban2205/data-science-introduction

Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.

classification-algorithm data-science data-visualization decision-tree-classifier exploratory-data-analysis knn knn-classification python simple-linear-regression

Last synced: 11 Jul 2025

https://github.com/hunterdii/iriswise

IrisWise is a machine learning application for predicting Iris flower species. Built with Streamlit, this app provides a user-friendly interface to input flower measurements and receive predictions using various models, including K-Nearest Neighbors, (Random Forest, SVM, and Logistic Regression) **(Working On It...)**.

classifier-model data-science flowers-recognition iris-dataset iris-recognition knn-classification machine-learning pickle python python3 streamlit streamlit-webapp

Last synced: 21 Feb 2026

https://github.com/dennisfrancis/autofillmissingdata

A LibreOffice Calc extension that fills missing data using machine learning techniques

knn knn-classification knn-regression libreoffice-calc-extension machine-learning missing-data

Last synced: 14 Apr 2025

https://github.com/si-ja/machine-learning---educational-material

This repository is focused on providing educational material to those who start learning Machine Learning with python. [Many things I learn myself as I provide material for education, therefore the repository is of an altruistic character; have fun learning new things!]

ascii ascii-art classes classes-and-objects cv2 education educational keras keras-tensorflow knn knn-classification machine-learning machine-learning-algorithms markov-chain numpy oop pandas sklearn teaching teaching-materials

Last synced: 14 Apr 2025

https://github.com/melikaas/rain_prediction_in_au

I'm going to practice classification algorithms sch as Logistic Regression, KNN, DecisionTree, SVM to create a model based on training data set and evaluate testing data using evaluation metrics such as 'Acuuracy Score', 'Jaccard Index', 'F1_Score', 'LogLoss', 'Mean Absolute Error', 'Mean Squared Error' and 'R2-Score'

classification decision-trees knn-classification linear-regression logistic-regression machine-learning svm-model

Last synced: 06 Mar 2026

https://github.com/senavs/knn-from-scratch

:heavy_check_mark: A Python implementation of KNN machine learning algorithm.

iris-dataset knn knn-classification machine-learning machine-learning-algorithms object-oriented-programming python3 scracth

Last synced: 16 Jan 2026

https://github.com/sang-buster/indoor-positioning-system

Wi-Fi Indoor Positioning System based on K-Nearest Neighbors Algorithm

ips knn-classification r wi-fi

Last synced: 25 Jun 2025

https://github.com/tushar365/banking_prediction_classification

Want to boost your bank's term deposit sales? This clever system predicts which customers are most likely to say "yes" to a term deposit, letting you target them with personalized calls. ️ No more cold calls! Just happy customers locking in great rates.

data-science decision-trees knn-classification logistic-regression machine-learning matplotlib-pyplot numpy pandas seaborn

Last synced: 27 Mar 2026

https://github.com/greed2411/knn

Using k-Nearest Neighbors algorithm, training it using 2/3rd of the iris.data and using the rest of the 1/3rd for the test case, and yield prediction for those 1/3rd with an accuracy usually greater than 90% , and this algorithm is implemented without using Python scikit-learn.

graphs iris-dataset iris-flowers knn knn-classification pandas-dataframes

Last synced: 07 May 2025

https://github.com/shaik-sohail-72/iris-flower-type-prediction-and-classification-with-ml-and-mern

Iris flower type prediction and classification with machine learning and MERN web I/O system. This project predict the type of iris flower by using machine learning . K-NN algorithm is used for multiclass classification.

css ejs expressjs google-oauth2 heroku-deployment html iris-dataset javascript knn-algorithm knn-classification knn-classifier machine-learning nodejs pandas python sklearn-library

Last synced: 15 Feb 2026

https://github.com/rubaiyadnoorshahriar1999/wine-quality-testing--machine-learning

Keywords—classification, supervised learning, Random Forest, K-Nearest Neighbor(K-NN), Naïve Bayes, Decision tree, Support Vector machine

decison-trees jupyter-notebook knn-classification machine-learning machine-learning-algorithms naive-bayes-classifier python support-vector-machines wine-quality

Last synced: 16 Feb 2026

https://github.com/krisharul26/defect-detection-in-air-pressure-system-aps-of-a-truck-using-ml

The dataset consists of data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that is utilized in various functions in a truck, such as braking and gear changes. The dataset’s positive class consists of component failures for a specific component of the APS system. The negative class consists of trucks with failures for components not related to the APS. So, I created a model where It can able to detect whether the APS is going to fail or Not.

confusion-matrix f1-score gridsearchcv hyperparameter-optimization knn-classification roc sampling-methods svm-classifier

Last synced: 10 Jun 2026

https://github.com/arya2004/credit-score-classification

Credit Score Classification in R using various algorithms

knn-classification random-forest svm-classifier

Last synced: 06 Apr 2025

https://github.com/khaledashrafh/knn-classifier

This repository contains a Python implementation of a K-Nearest Neighbors (KNN) classifier from scratch. It's applied to the "BankNote_Authentication" dataset, which consists of four features (variance, skew, curtosis, and entropy) and a class attribute indicating whether a banknote is real or forged.

banknote-authentication euclidean-distance k k-nearest-neighbor-classifier k-nearest-neighbors k-nearest-neighbours knn knn-algorithm knn-classification knn-classifier machine-learning machine-learning-algorithms

Last synced: 28 Mar 2025

https://github.com/rkc007/knn_color_recognition

K-Nearest Neighbors Machine Learning classification algorithm is trained with Color Histogram Features to recognize colors

feature-extraction knearest-neighbors-algorithm knn knn-classification machine-learning train-knn-classifier

Last synced: 16 May 2026

https://github.com/notshrirang/machine-learning-from-scratch

ML / DL Algorithms implemented from scratch. Developed with only numpy as dependency. Machine Learning Algorithms such as Support Vector Machine, Linear Regression, Artificial Neural Networks and other data transformation algorithms are implemented. Project is released as a python package and can be download from Python Package Installer.

deep-learning kmeans-clustering knn-classification linear-regression machine-learning meanshift-clustering minmaxscaler neural-network standardscaler svm

Last synced: 07 Sep 2025

https://github.com/pydevcasts/ml_doc

📚 This book is a comprehensive resource for learning Machine Learning, Deep Learning, and Reinforcement Learning. Our aim is to provide Persian speakers with a guide that enhances their understanding of these advanced algorithms and techniques, facilitating the transition from theory to practical application.

ann cnn decession-trees gan genetic-algorithm kfold-cross-validation knn-classification lstm ml mlp rainforcement-learning regression rnn ssgan

Last synced: 04 Sep 2025

https://github.com/balavenkatesh3322/face_recognition

We can train our face and verify our face using openCV.

face-recognition knn-classification numpy opencv python3 webcam

Last synced: 06 May 2026

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/dulajkavinda/iris-classifier-flask-ml

🥀 A Flask App to make Iris species predictions using SKLearn's KNN

added flask heroku knn-classification machinelearning python scikit sklearn

Last synced: 13 May 2026

https://github.com/ap-atul/ml

All machine learning assignments

kmeans-clustering knn-classification regression

Last synced: 04 Apr 2025

https://github.com/aliy98/knn-classifer-mnist

This experiment is a simple demonstration of implementing k-Nearest Neighbors classifier on MNIST data set. After loading the data set, k-Nearest Neighbors classifier, which is written as a MATLAB function, tries to read a random number, using the train data set.

knn-classification mnist-dataset supervised-learning

Last synced: 28 Mar 2025

https://github.com/anyesh/knn-notebook

Jupyter Notebook for KNN Algorithm.

ipynb-notebook jupyter-notebook knn knn-classification machine

Last synced: 04 Mar 2026

https://github.com/drutol/ksr

Repo with assignments for KSR course on Lodz University of Technology.

fuzzy-logic knn-classification ksr linguistic-summariaztion niewiadomski politechnikalodzka

Last synced: 20 Nov 2025

https://github.com/subhangisati/machine-learning

This consists of various machine learning algorithms like Linear regression, logistic regression, SVM, Decision tree, kNN etc. This will provide you basic knowledge of Machine learning algorithms using python. You'll learn PyTorch, pandas, numpy, matplotlib, seaborn, and various libraries.

artificial-intelligence classification data-science decision-trees knn-classification knn-model linear-regression logistic-regression machine-learning machine-learning-algorithms python regression-algorithms regression-models scikit-learn-python scikitlearn-machine-learning svm-classifier

Last synced: 04 Apr 2026

https://github.com/nhviet03/is405_bigdata_mapreduce_knn

A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification on Apache Spark

knn-classification mapreduce pyspark spark

Last synced: 09 Feb 2026

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/keivanipchihagh/ml-models-from-scratch

Implementations of Machine Learning models, Regularizers, Optimizers and different Cost functions.

knn-classification knn-regression lasso-regression linear-regression regression regularization ridge-regression

Last synced: 16 Aug 2025

https://github.com/gauravsakure02/face_recognition_system

Facial recognition system using Python, OpenCV, and K-Nearest Neighbors (KNN) algorithm. Utilizes OpenCV for image processing and feature extraction, while KNN algorithm is employed for classification, enabling accurate identification of faces.

image-processing knn-classification opencv-python python python-library

Last synced: 27 Feb 2026

https://github.com/mubshr07/heartdiseaseprediction

This repo is the Machine Learning practice on NHANES dataset of Heart Disease prediction. The ML algorithms like LR, DT, RF, SVM, KNN, NB, MLP, AdaBoost, XGBoost, CatBoost, LightGBM, ExtraTree, etc. The results are good. I also explore the class-balancing (SMOTE) because the original dataset contains only 5% of patient and 95% of healthy record.

adaboost catboost dicision-tree extratreesclassifier knn-classification lightgbm logistic-regression machine-learning mlp-classifier mlp-networks navies-bayes-classifer nhanes nhanes-data random-forest svm svm-classifier xgboost

Last synced: 07 Oct 2025

https://github.com/azhan3/track-pad

Track Pad is a hand tracking program, allowing users to use their hand(s) as a computer mouse. Gestures are completely mappable

electron flask javascript knn-classification mediapipe opencv python sklearn vuejs

Last synced: 09 Apr 2026

https://github.com/firoz-thakur/machine-learning

A collection of machine learning projects, including Face Recognition using KNN and various algorithms and techniques. This repo offers practical implementations and resources for exploring machine learning.

artificial-intelligence clustering-algorithm convolutional-neural-networks image-classification image-processing knn-classification machine-learning nlp-machine-learning perceptron-learning-algorithm regression-models

Last synced: 23 Feb 2026

https://github.com/86lekwenshiung/classification-modelling-projects

Classification Projects for balanced and imbalanced datasets

knn-classification smote-sampling

Last synced: 28 Feb 2025

https://github.com/mrp-78/implement-knn

Implement KNN algorithm from scratch

knn-classification

Last synced: 23 Apr 2025

https://github.com/ali7haider/classification_of_documents_using_graph-based-features_and_knn_gt

Classification of Documents Using Graph-Based Features and KNN This project offers hands-on experience with graph theory and machine learning, fostering skills in data representation, algorithm implementation, and analytical thinking in the context of document classification.

document-classification graph-construction graph-theory knn-classification machine-learning scrapping-python

Last synced: 23 Feb 2025

https://github.com/jchojdak/machine-learning-experiments

The goal of this project is to test and explore different algorithms and data processing methods in the context of ML.

knn-classification machine-learning-algorithms ml python3

Last synced: 14 May 2026

https://github.com/nhviet03/is252_datamining_knn_pla

Implementing 2 basic classification algorithms: K-Nearest Neighbor (KNN) and Perceptron Learning Algorithm (PLA) to predict the likelihood of customers subscribing to term deposits. The implementation process from manual calculation based on mathematical formulas to utilizing libraries.

datamining knn-classification perceptron-learning-algorithm

Last synced: 11 Jun 2025

https://github.com/sergionoivak/knn

KNN is an algorithm from artificial inteligence, your propose is predict points.

artificial-intelligence knn knn-classification knn-model machine machine-learning

Last synced: 04 Nov 2025

https://github.com/anujdutt9/fashion-mnist

Fashion Products Recognition using Machine Learning.

fashion-mnist knn-classification machine-learning python35 rfc svm-classifier

Last synced: 04 May 2025

https://github.com/ngirimana/ml_knn

Welcome to the KNN Project! This will be a simple project very similar to the lecture, except you'll be given another data set. Go ahead and just follow the directions below.

artificial-intelligence knn-algorithm knn-classification knn-classifier machine-learning matplotlib numpy pandas python3 searbon

Last synced: 12 Apr 2026

https://github.com/kujirahand/rust-knn-classifier

The classifier for the k-Nearest Neighbors (k-nn) algorithm.

knn-classification ml

Last synced: 25 Mar 2025

https://github.com/mayumiwandi/proyek-machine-learning-dicoding-predictive-analytics-kualitas-apel

Ini adalah Proyek pertama dari Submission Machine Leraning terapan dari Dicoding yaitu Predictive Analytics

dicoding-academy dicoding-submission knn-classification machine-learning predictive-analytics

Last synced: 15 Mar 2025

https://github.com/madsondeluna/mvp_pucrio_data_analysis

MVP de análise de dados com boas práticas, usando o dataset de câncer de mama. A análise segue o Módulo 1 da especialização em Data Science da PUC-Rio, com foco em inspeção, limpeza, visualização e extração de insights iniciais para projetos futuros.

data-exploration data-science data-visualization knn-classification puc-rio python

Last synced: 03 May 2026