GitHub topics: classification-algorithims

Repositories

TRAORE-07/Supervised-Learning-Models

Supervised learning is a machine learning technique where the algorithm is trained on a dataset with both input features (independent variables) and corresponding output labels (dependent variables). It uses labeled datasets to train algorithms to predict outcomes and recognize patterns.

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soheb120/Breast-Cancer-Classification

This repository contains a notebook for classifying breast cancer tumors using neural networks. It covers dataset exploration, model training with TensorFlow and Keras, and performance evaluation. 🩺💻

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viktor222222/GLOBAL_HEALTH_ANALYSIS

GLOBAL_HEALTH_ANALYSIS is a comprehensive tool designed to evaluate health trends across different regions. It uses data visualization to highlight key health indicators, enabling users to identify areas needing attention.

Language: Python - Size: 123 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Sergio0694/NeuralNetwork.NET

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Language: C# - Size: 13.1 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 558 - Forks: 90

rasitayaz/music-genre-classifier Fork of ahmetfarukyilmaz/music-genre-classifier

Classifies music files by their genres using machine learning algorithms

Language: Python - Size: 15.7 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

LatiefDataVisionary/machine-learning-basic-dicoding

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srafay/Machine_Learning_A-Z

Learning to create Machine Learning Algorithms

Language: Python - Size: 10.8 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 389 - Forks: 195

ChanchalKumarMaji/Coursera-Deep-Learning-Specialization-deeplearning.ai

[Coursera] Deep Learning Specialization on Coursera

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celineclarissa/Book-Genre-Prediction

Genre classification from book summaries using NLP, feature engineering, and a TensorFlow-based neural network, deployed on Hugging Face.

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kangh1/rhythmic_sharing

Glial-inspired ANN algorithm for unsupervised classification and zero-shot prediction of nonstationary dynamics. Based on dynamical systems theory with a bit of simplicial homotopy theory. Preprint of the manuscript available in the URL.

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SanikaVT/Employee-Retention

Machine learning Classification problem with easy understandable solutions

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mardavsj/mushroom-classification

This repository classifies mushrooms as poisonous or edible using various machine learning algorithms

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swathisivaprabu/ML-Projects

This repository documents my journey in Machine Learning. Explored data preprocessing, feature engineering, and model training. Built models for classification, regression, and NLP tasks. Continuously learning and improving.

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Awuor-O/Energy_Access_and_Electrification_Planning_in_Kenya

Geospatial deep learning classification for optimal placement of wind renewables in Kenya.

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darshan12345678910/Air-quality-prediction-ml-algorithms

AirPredict AQI prediction using classification algorithm

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ChristianRCanlas/ChristianRCanlas.github.io

e-Portfolio showcasing my personal projects.

Language: Python - Size: 279 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

I11KNOW/Guided_Python_Projects

Welcome to the Guided ML Projects repository! This repository is a collection of guided machine learning projects aimed at providing practical examples and tutorials for individuals interested in learning and implementing machine learning techniques in various domains.

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lukasz-iskierka/ml-music-classification

Music genre classification comparing RandomForest, KNN, and SVM models with optimised feature selection, achieving 91% accuracy using KNN on the GTZAN dataset

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CodeMaestro1/PatternTech-Suite

This repository features a collection of classical and modern pattern recognition techniques, from PCA and LDA to Perceptron and CNNs

Language: Python - Size: 9.76 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Awuor-O/Machine_Learning_Analysis_of_Gaps_in_Africas_Global_Health_Crisis_Response

Predict the probabilities of H1N1 and seasonal flu vaccine uptake.

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

roscoekerby/artificial-intelligence

Artificial Intelligence🤖projects showcasing Bayesian Networks, Neural Networks, and other Machine Learning techniques. Includes applications in classification, detection, and real-world problem-solving, featuring models like YOLO, ResNet, CNNs, and DNNs. This repository highlights work in Computer Vision and Natural Language Processing in Python🐍

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manjugovindarajan/RENEWIND-predictive-maintenance-cost-maintenance-usingML

The aim is to decrease maintenance cost of generators used in wind energy production machinery. This is achieved by building various classification models, accounting for class imbalance, tuning on a user defined cost metric (function of true positives, false positives and false negatives predicted) & productionizing model using pipelines

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krishcy25/PyCaret-ClassificationModels-LoanApprovalPrediction-AnalyticsVidhyaHackathon

This repository contains code to build 14 Classification Machine Learning Models to predict the decision of Loan Approval Process with PyCaret. Models are compared against the statistics (Accuracy, F1-Score), best model was picked, tuned, saved/loaded for model deployment and used to predict the observations on unseen data. The final file with predictions on unseen data was submitted to Analytics Vidhya Hackathon with model accuracy of 88%

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CrisVSSTUDIO/AtomicBit99

An single page web application to manage files, using a bit of machine learning for my academic research

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woctezuma/Classification-binaire

Modèles de classification binaire.

Language: Python - Size: 121 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

michaelpanorios/classification-ecoli-data

A python data analysis project with classifiers on ecoli dataset.

Language: Jupyter Notebook - Size: 460 KB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Azie88/Gradio-ML-classification-model-app-deployment

Building a ML Gradio App and Deploying on Huggingface spaces

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Azie88/ML-Classification-Customer-Churn-Prediction

Machine learning classification model for telco service provider that predicts if a customer will churn or not.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

lucko515/breast-cancer-classification

This project is to test classification algorithms wrote from scratch in python using only numpy. Algorithms wrote in this project: KNN, Logistic Regression and Naive Bayes classifier.

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: almost 8 years ago - Stars: 17 - Forks: 13

harshadindigal/RDirectory

Data Science Experiments

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sidmall/PDSclassifier

Language: R - Size: 10.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

pitmonticone/PlantDiseaseClassification

Dataset Analysis & CNN Models Optimization for Plant Disease Classification.

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rgdavies92/salaries-in-data

💷 💵 💶 A ML project containing web scraping, NLP and some classification model evaluation

Language: Jupyter Notebook - Size: 6.37 MB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

koos-burgoyne/EOLearn

A simple example of a machine learning library for land-cover classification

Language: Python - Size: 35.4 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

MalharK7/An-Comparative-Analysis-of-Various-Supervised-Classification-Algorithms-for-Predicting-Diabetes-Dise

An Comparative Analysis of Various Supervised Classification Algorithms for Predicting Diabetes Disease.

Language: Jupyter Notebook - Size: 123 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

HansRen1024/Image-Pre-Classification

Extracting Hist Features to do Image Classification using Decision Tree or Random Forest or Adaboost

Language: Python - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

kurshakuz/machinelearning 📦

My solutions to programming assignments from Coursera Machine Learning course by Stanford University

Language: Matlab - Size: 21 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

M-Ammar1112/Tire-Texture-Classifier

Explore the implementation of CNN algorithm on the tires dataset to check how it recognises and classifies the texture of tires based on its condition in 2 classes

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ukavlie/Supervised_Learning_Classification_Model

A supervised classification model that was a part of my Machine Learning Course at Hult International Business School.

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Sooryakumar6267/Dissertation

Myocarditis/Pericarditis as a side effect of COVID vaccination

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vishwajeet7381/cse3013-ai-project

This repo contains project which we(Shikhar, Sri Charan, and me) did as a part of our university course CSE3013-Aritificial Intelligence.

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PavanParchuri/Body-Fitness-Prediction

⚡ BODY FITNESS PREDICTION is a Machine Learning based web application that is used to predict the fitness levels of a person (Active/Inactive).

Language: Jupyter Notebook - Size: 649 KB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

amy-panda/NBA_Career_Prediction

Predicting if a NBA rookie player will last at least 5 years in the league

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insilico/inbix

In Silico Bioinformatics Toolbox

Language: C++ - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

nitinajet/RaidsOnData

Data Science

Language: Python - Size: 2.14 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

karavokyrismichail/Sentiment_Analysis-Twitter---Classification---LSTM

Sentiment detector for Twitter Data ----- Decision Theory 2021-22

Language: Python - Size: 177 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

annareddy1/Buckeyes-Football-Face-Recognition-Web-App

This model classifies and recognizes sports personalities using OpenCV library and classification algorithms after Wavelet transformation.

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xenbaloch/Training-simple-classification-algorithms-for-Machine-Learning

In this repository, two basic machine learning algorithms for classification are implemented, the perceptron and adaptive linear neurons.

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tpawelski/hate-speech-detection

Hate-speech and offensive language detection model using various Machine Learning and NLP techniques and labeled Twitter data

Language: Python - Size: 7.97 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

T22sri/Personality_Recognition_NLP

Personality Recognition from text using nlp techniques

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abdoghareeb46/NTI-Final-Assignment

NTI-Final-Assignment Use flask(python) and shiny dashboard (R) to build simple user interface to see how choosing classification model may affect prediction accuracy, using Customer Churn Dataset.

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abdoghareeb46/Loan-best-Classifier

Final assignment of a Machine Learning with python Course on Coursera it's purpose is to check and choose the best classification model that predicts if the user can have a loan or not.

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guptaharshnavin/Telecom-Customer-Churn-Analysis-And-Prediction

Predict whether a particular Telecom Customer will Churn or Not ?

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guptaharshnavin/Credit-Card-Fraud-Detection

Detection Of Genuine & Fraudulent Credit Card Transactions

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bhonesh1998/Prediction-of-Diabetes-in-PIMA-Indians

In this problem, prediction of diabetes in pima indians has been done using classification algorithms.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

mohitsharma294/churn_prediction

Project based on predicting churn behavior of customers of a telecom company.

Language: Python - Size: 1.86 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

shivasmic/Machine-Learning

All the projects implemented using the machine learning algorithms are present in this repository.

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zjhabib/BeatVegas

Machine Learning tool used to analyze Proposition bets in NFL

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sarahkhd/data-analytics-prediction

created a K Nearest Neighbours model using data analysis techniques and python to predict the unknown values in a real bank data set

Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

venkateshavula/Evaluate-Spark-MLlib-using-PySpark

A UDF to evaluate Spark-MLlib classification model using PySpark

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

ahmad-sohrabi/regression_classification

It is a project with 2 parts. The First Part is a Regression & the second part is a classification problem. Datasets are obtained from Kaggle.

Language: Python - Size: 381 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wlodpawlowski/machine-learning-udacity

My mini-projects for practical learning machine learning course on the Udacity

Language: Python - Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

PrathamGhoshRoy/Titanic-MLfromDisaster

A ML learning approach with increasing complexity.

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mdafer/Machine-Learning-For-Big-Data-Assignment-1

Language: Python - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Sanchit-20/Pin-SVM

Pin SVM

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mkuzmik/machine-learning-afcai

Machine learning project. Comparision of different classification models.

Language: Jupyter Notebook - Size: 769 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

Siddhant08/Classification-models

Supervised Machine Learning techniques to test results of classification on bank data.

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bellatrixdatacommunity/CreditCardFraudDetection

The task is to classify credit card transactions as fraudulent or legitimate.

Language: Jupyter Notebook - Size: 822 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 5

prathmachowksey/Logistic-Regression

Logistic regression implementation in python.

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Tejas1415/Vowel-Sound-Classification

Aim was to classify the provided data with different classifiers and compare their performance. 17 different classifiers were employed and their results are documented in a Jupyter notebook

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MNoorFawi/model-comparison

comparing many classification algorithms (Naive Bayes, Logistic Regression, Support Vector Machine) on Spiral Data with tuning SVM's parameters with mentioning Decision Trees and K-Nearest Neighbors implementation.

Language: R - Size: 58.6 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

Raghuls-github/Movie-Genre-Classification

Movie genre classification in NLP using multinomial navie bayes classification and linear support vector classification.

Language: Jupyter Notebook - Size: 994 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

itsliamdowd/Airplane-Boat-Car

Quick image classification model designed to tell the difference between an airplane, boat, or a car that was trained on hundreds of images!

Language: Python - Size: 1.91 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

magoavi/churn

:octocat: Predict if the customer will churn or not

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 2

SuhasTantri/Cardiovascular-Risk-Prediction-Classification

This repository consists of Cardiovascular Risk Prediction problem which has been solved by applying classification machine learning algorithms.

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Ravjot03/Diabetes-Prediction

Language: Jupyter Notebook - Size: 697 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 3

jaymax01/predicting-customer-purchases

classification of online purchasing rates

Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sauravdas221/HAR-sEMG-Classifiers

This is Saurav Das's repository of his MSc. Data Science Final Semester Project during the academic year 2022/23 at University of Birmingham, UK

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akshara20/Getting-started-with-titanic

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hiroyuki-kasai/ClassifierToolbox

A MATLAB toolbox for classifier: Version 1.0.7

Language: MATLAB - Size: 48.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 79 - Forks: 47

Sajal010/Risk_classifier

The project focused on building a joint computational toolbox for credit card risk analysis. It consists of removing irrelevant attributes from dataset to get meaningful model while building decision trees from the possible subset or combination of attributes and further applying these pools of trees as an initial seed to Multi - Objective Evolutionary Algorithm. Delivered: R shiny app.

Language: R - Size: 804 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1