GitHub topics: multiclass-classification

Repositories

surajwate/S4E6-Academic-Success

A Kaggle competition project to predict students' academic outcomes using multiclass classification. Includes data preprocessing, model selection (e.g., XGBoost), cross-validation with stratified K-Folds, and a final submission achieving a private score of 0.83467.

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JakubDralus/obesity-estimation-neural-network

estimation of obesity levels dataset with neural network in Pytorch

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MuhammedBuyukkinaci/Object-Classification-and-Localization-with-TensorFlow

This repository is containing an object classification & localization project for SINGLE object.

Language: Python - Size: 8.74 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 24 - Forks: 12

PROxZIMA/Skin-Cancer-MNIST-HAM10000

Skin Cancer MNIST: HAM10000 - ResNet50 vs Inception-V3 vs VGG-19 vs VGG-16 vs GoogLeNet (Inception-V1)

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deontaepharr/Multiclass-SVM-Thyroid-Classification

An SVM model for multi-class classification of Thyroid data.

Size: 524 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 5

Mohammed-Majid/Image-Classification-NN

Image classification using custom Neural Network (No ML packages)

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farnazmnz/Multi-Class-Weather

Computer vision project

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Yonas650/Cancer-Classification-Gene-Expression-using-svm-randomforest-and-cnn

Language: Python - Size: 13 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Subhamnation/Multiclass-Classification-of-Cancer-using-Gene-Expression-Data-and-EDA

Cancer Genomics Project

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LeoMartinezTAMUK/Ransomware_Family_Classification_ML

This Python program implements a Deep Neural Network (DNN) for classifying ransomware many families using the Ransomware RISS Dataset. The dataset provides various binary features to analyze ransomware and classify it into different families using deep learning techniques.

Language: Python - Size: 1.41 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

swardiantara/DroneLog-old

Augmenting Multitask Learning for Multiclass Anomaly Severity Detection on Drone Flight Logs

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PejperO/Multi-class_Classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

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martinp95/Plant-Pathogen-Multiclass-Classifier

This notebook demonstrates how to implement a multiclass classifier for plant pathogens in Keras and how it was used with Plant Pathogen Dataset on Kaggle

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Manisha2612/Multi-class-and-Multi-Label-Classification-Using-Support-Vector-Machines

Multiclass Multilabel Classification using SVM on Frogs Dataset

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vinukavinnath/ipcv

A collection of image processing and computer vision tutorials covering topics from shape detection to deep learning-based image classification. Created under the supervision of Dr. Kaneeka Vidanage.

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EfekanMutlu/Classifications_with_Pytorch

Various classification examples using NN model with Pytorch

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Yeaseen/ML_Pattern

:trident: Some recognized algorithms[Decision Tree, Adaboost, Perceptron, Clustering, Neural network etc. ] of machine learning and pattern recognition are implemented from scratch using python. Data sets are also included to test the algorithms.

Language: Python - Size: 6.44 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 23 - Forks: 3

SantiagoEnriqueGA/drought_prediction_pytorch

Neural network model for multiclass classification to predict drought levels using meteorological data.

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LaiAnTan/42KL-dslr

One VS Rest Classifier w/ Logistic Regression from scratch.

Language: Python - Size: 40 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

pfunami/CAMRI_Loss

CAMRI Loss: Improving Recall of a Specific Class without Sacrificing Accuracy

Language: Python - Size: 26.9 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

emogooo/Deep-Learning-for-Lung-Disease-Detection

Deep learning project detecting lung diseases from X-rays, examining hyperparameter effects and transfer learning.

Language: Python - Size: 7.42 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

WodenWang820118/Music_Genre_Multiclass_Classification

The multiclass classification sometimes gets poor results. The repository attempts to use comet_ml to grid search and find the best hyperparameters and concatenate different models for training a better model. The goal is to classify the music genres.

Language: Python - Size: 42.6 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ehtisham-sadiq/Cirrhosis-Patient-Outcome-Prediction

Multi-class classification model to predict outcomes of cirrhosis patients using machine learning

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FilomKhash/Math-Preprint-Classifier

Predicting the MSC classes and the primary arXiv category of math-related preprints based on their title and abstract.

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xtnctx/Banana-Leaf-Classifier

Real-time computer vision for image classification of banana leaf disease through the use of aerial drone.

Language: Python - Size: 6.07 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

georgiy-vasilevskiy/pet_project_cd_covers

Личный проект в области Computer Vision

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Ralhusban/Multiclass-Logistic-Regression

Multi-class classification using Logistic Regression with Vectorisation from scratch.

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ziyadovea/svm

Реализация метода опорных векторов для классификации данных

Language: Go - Size: 1.68 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

gmiliarakis/AD-Metabolomics

MSc Thesis dissertation, results (rendered HTML) in https://gmiliarakis.github.io

Language: TeX - Size: 124 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

k-katarzyna/20_newsgroups

A student project from a machine learning class, multiclass classification on a popular dataset.

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alirezashahrabi/PyTorch-Iris-Classification

Language: Python - Size: 227 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GjjvdBurg/PyGenSVM

Python package for the GenSVM classifier

Language: Python - Size: 416 KB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 3

Manaswi-Vichare/Neural-Network-from-scratch

Implementing a neural network from scratch in Python. Building a feedforward neural network and implementing backpropagation for training. Building a working neural network that can be trained on a simple dataset for multi-class classification.

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thieu1995/mealpy-classification

Hyper-parameter tuning of classification model with Mealpy

Language: Python - Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

IgorKolodziej/stellar_classification

Classification of stars, galaxies, and quasars using spectral characteristics.

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satyampatidar/Merchandise-Popularity-Prediction-Challenge

January Hackathon of Machine Hack, involving Multi-class Classification Modeling, Advance Feature engineering, Optimizing Multi-Class log loss score as a metric to generalize well on unseen data.

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TelevisionNinja/Basic-Multiclass-Classification-Convolutional-Neural-Network

A basic multiclass classification convolutional neural network using PyTorch

Language: Python - Size: 154 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

gergokerenyi02/Python

Projects - "Training a MLP Neural network in Python (Numpy, PyTorch)" / ...

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k0m0r3bi/DTSVM_IDS

This repo is an implementation of decision tree support vector machine, with a genetic algorithm to optimise node segmentation.

Language: Julia - Size: 110 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Syk123/Multiclass-Image-Classification

Multiclass Image Classification using Bag-of-words model developed after feature extraction and clustering.

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PulmonomicsLab/mcdr-mtb-standalone-v2

Multi-class classification of drug resistance in MTB clinical isolates

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Chris96bal/ML_Classification

Spotify Classification Problem 2023

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ViniciusSilveiraCampos/Qualidade_Do_Vinho

Uma rede neural para a classificação da qualidade do vinho. 🍷

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yujinhanml/MKLR

This function fit a Multi-class Kernel Logistic Regression model to the data. The return list contains the estimated kernel weights as well as the original data to perform predictions.There are two types of kernel, they are 'RBF' and 'polynomial'.

Language: R - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AbdElrahman-A-Eid/airbnb-competition

My Solution to Airbnb: New User Bookings Competition on Kaggle

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tstran155/Prediction-of-mineral-scaling-from-produced-water-composition Fork of lmvu103/Water-source

In this notebook, I built gradient boosting classifier and LSTM model to classify and predict the mineral scaling potential of formation water in US shale basins.

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AdilAhmedunar/Internship_Project_on_Machine_Learning_Pipelines

Predicting Startup Acquisition Statuses using Machine Learning Pipelines!

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mehak6569/TOR-NonTOR

Identifying TOR traffic from the Internet traffic

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deepankarvarma/Age-and-Gender-Detection-OpenCV--Keras--TensorFlow

This repository contains Python code for an age and gender detection project using the video stream from the camera. The model is trained on the UTKFace dataset and utilizes deep learning techniques for accurate age and gender estimation. The code includes scripts for data preprocessing, model training, and real-time detection from the camera.

Language: Python - Size: 35.9 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 3

furyhawk/kaggle_practice

Kaggle fun house

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Nikronic/Coursera-Machine-Learning 📦

In this repository I implemented all assignments in python for the purpose of learning python

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moehmeni/product-category-classifier

Multi-class text classification for e-commerce products using bidirectional LSTM networks

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lavinomenezes/desafio_indicium

Projeto de classificação multiclasse de dados desbalanceados | Multiclass classification project for imbalanced data.

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Anas1108/Multimodal_Memes_Classification

Build a PyTorch-based multimodal architecture to classify memes using image & caption. Trained on a meme classification dataset, MLP architecture uses PyTorch, Numpy, Matplotlib, & Sklearn to achieve improved performance compared to baselines.

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sorodocosmin/feedbackHHC

This project focuses on analyzing patient feedback regarding the treatment provided by home healthcare service agencies.

Language: Python - Size: 5.52 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

manish-vi/human_activity_recognition

Human activity recognition using DNN fusion model.

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ujvarafetoshi/wine-quality-deep-learning

Predicting wine quality using deep learning through model comparisons and advanced sampling techniques for robust classification.

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Mukhopadhyay/YouTube-thumbnail-dataset

Most versatile dataset of YouTube thumbnails.

Size: 510 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

Djasingh/ML_Hackathon

Machine Learning Hackathon

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MdTanvirHossainTusher/Iris-Flower-Classification

A classifier that can identify the species of iris flowers based on the length and width of their leaves

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orelz890/URL_Multiclass_Classification

Proactive Malicious URL Detection: ML Defense 🌐🛡️"

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muscak/Customer-Segmentation

Customer Segmentation

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manudelu/ML4RO2_GestureClassification

Project of Machine Learning for Robotics II regarding the classification of hand gestures using SVC and RF

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msoczi/football_predictions

Predicting the results of matches in European leagues

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rbouadjenek/deakin-ai-challenge2021

The Deakin Simpsons challenge 2021 is a computer vision competition for which the goal is to recognize Simpsons characters individually in images using machine learning/deep learning. The challenge is designed to provide students with the opportunity to work as team members, to compete with each other, and to enhance the student learning experience by improving their AI modeling, problem-solving, and team-working skills.

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ChryssaNab/Flight-Passengers-Prediction Fork of Essex97/Multi-class-Classification-with-Neural-Networks

Implementation of a machine learning classifier to predict number of passengers in flights.

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MichelML/ml-cellsignal

CellSignal (rxrx.ai) - NEURIPS 2019 COMPETITION

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harshdeepsokhey/cse574-machine-learning

Machine Learning course Programming Assignments

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AfnanHashmi/RiceDetector

A high accuracy but yet data specific AI model to detect type of rice from 5 types of rice present

Language: Python - Size: 13.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ayushtan123/Multiclass-Classification-using-Softmax

This project utilizes neural networks to recognize handwritten digits (0-9) through multiclass classification, employing ReLU activation and Softmax function for accurate predictions.

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rhgui/rateBeer-sentiment-analysis

This is the repository of Aprendizagem Automática's (Machine Learning) final project.

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elisiojsj/Machine_Learning_Coursera-Solved_Exercises

Exercises I solved for the Machine Learning course at Coursera by Andrew Ng.

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binarykisu/deep_learning_projects

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todd-cook/ML-You-Can-Use

Practical ML and NLP with examples.

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dmarks84/Ind_Project_Obesity-Multi-Class-Classification--Kaggle

Independent Project - Kaggle Competition -- I worked on the obesity classification data set as part of a Kaggle Competition of the same name, scoring (for accuracy) above 0.9

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david-cortes/multinomial_probit 📦

(R, Python) Multinomial Probit Regression (MNP) for multi-class classification

Language: C++ - Size: 146 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

Lostefra/custom-svm Fork of nihil21/custom-svm

Custom implementation of Support Vector Machines using Python and NumPy

Size: 8.05 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

zaaachos/Overfit-level-I

Multi-Class Prediction of Obesity Risk ML App

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muscak/Obesity-Risk-Prediction

Kaggle competition

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arun-apad/distracted_driver_computer_vision

Insurance use-case: To detect distracted/safe drivers using multi-class image classification. Framework used is keras-theano with data trained over VGG16 pre-trained network.

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nikhil25803/FoodVision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

Language: Python - Size: 9.2 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

kyomangold/AI-MachineLearning

Repository covering diverse machine learning projects implementing Decision Trees, Neural Networks, Unsupervised Learning, Recommenders, Anomaly Detection, Deep Q-Learning, K-Means, and PCA techniques.

Language: Python - Size: 18.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

deepankarvarma/Handwriting-Recognition--OpenCV--Keras-and-TensorFLow

This repository contains Python code for handwritten recognition using OpenCV, Keras, TensorFlow, and the ResNet architecture. The project utilizes two datasets: the standard MNIST 0-9 dataset and the Kaggle A-Z dataset. The OCR model is trained using Keras and TensorFlow, while OpenCV is used for image pre-processing.

Language: Python - Size: 1.81 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0