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GitHub topics: multi-class-classification

finite-sample/rank_preserving_calibration

Rank preserving calibration of multiclass prob.

Language: Python - Size: 6.22 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

enessah00/adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

Size: 1.95 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

ZhiningLiu1998/imbalanced-ensemble

🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

Language: Python - Size: 16.9 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 397 - Forks: 56

hurkanugur/MNIST-Digit-Classifier

This project implements a CNN for handwritten digit classification on the MNIST dataset using PyTorch. It uses stacked convolutional layers with dropout, batch normalization, and max pooling to classify 28×28 grayscale digits (0–9) with Softmax output.

Language: Python - Size: 26.5 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

codelion/adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

Language: Python - Size: 5.05 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 467 - Forks: 31

itzzdev09/XAI-PyTorch-IDS

Multi-class network intrusion detection using CatBoost with GPU/CPU support, handling highly imbalanced datasets. Includes stratified downsampling, K-Fold cross-validation, and explainable AI with SHAP feature importance analysis. Designed for high-performance training on large datasets with detailed evaluation metrics and visualizations.

Language: Python - Size: 195 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

Sudhanshu-Ambastha/Multiple-Disease-Prediction-Bot

This a multiple disease prediction based on user input which can predict upto 40 disease and trained on 131 parameters

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

AdiSinghCodes/Personalized-Cancer-Diagnosis

Personalized Cancer Diagnosis is a tool that predicts the effect of genetic mutations in cancer patients. Given a gene, its variation, and clinical text, it uses advanced machine learning (Logistic Regression with TF-IDF features) to classify mutations into 9 categories.

Language: Jupyter Notebook - Size: 27.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

srv-sh/resume-categorization

In this Machine Learning project, I harness the power of advanced algorithms to effectively categorize resumes found within a specified directory. Through an intricate analysis of their content, the script automates the process of sorting these resumes, thereby enhancing and streamlining the hiring process. 🚀

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MainakVerse/Eye-Disease-Detector

This application uses deep learning to analyze eye images and detect various diseases.

Language: Jupyter Notebook - Size: 9.45 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 10 - Forks: 1

ing-bank/probatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

Language: Python - Size: 17.5 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 152 - Forks: 42

SomayaTamer/ML-Models

🤖ML projects covering regression, clustering, multi-class & binary classification: Student Scores Prediction, Customers Segmentation, Forest Cover, loan approval prediction

Language: Python - Size: 2.59 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

innerNULL/PLM-ICD-multi-label-classifier

A multi-label text classifier based on PLM-ICD paper

Language: Python - Size: 106 KB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0

panoskoutris/ml-classification-and-pr

Practical implementation of classification techniques in both machine learning and statistical pattern recognition.

Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

mwydmuch/napkinXC

Extremely simple and fast extreme multi-class and multi-label classifiers.

Language: C++ - Size: 2.54 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 70 - Forks: 8

abhin5821/Turkish-Music-Emotion-Classification

Multi-class classification of extracted intrinsic features of different genres of Turkish-Music into 4 discrete classes: happy, sad, angry, relax based on its emotions.

Language: Jupyter Notebook - Size: 465 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

VeerajSai/Multi-Disease-Detection-Model-Using-CNN

🏥 AI-powered medical imaging system using CNN for automated disease detection. Features brain tumor classification (Glioma, Meningioma, Pituitary) from MRI scans with 97% accuracy. Extensible framework for multiple diseases with clinical-grade performance and interpretable results.

Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MN-Bago/ml-classification-and-pr

Explore machine learning classification techniques, focusing on probabilistic models and classical classifiers. Join us in uncovering user stress levels with Lorentzian-based methods! 🐙📊

Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

KatavinaNguyen/hybrid_sentiment_analysis_engine_for_ugc

Built to help researchers and marketers extract actionable sentiment insights from noisy, context-heavy online content. A hybrid sentiment analysis engine for UGC, combining LDA topic modeling with Neuro-Symbolic Transformers. Achieves 81% accuracy and outperforms baselines by 14%.

Language: Jupyter Notebook - Size: 135 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

rijahasan/Multilingual-Sexism-Classification

CLEF EXIST 2025 Lab Tasks 1.1-1.3

Language: Jupyter Notebook - Size: 103 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

muhammadhamzaazhar/FashionMNIST-NonLinearModels

Modeling of non-linear synthetic data and Fashion MNIST classification using fully connected neural network.

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

arshdeepyadavofficial/Brain-Tumor-Detection-And-Classification

Enhanced MRI Brain Tumor Detection using a Hybrid Deep Learning + Machine Learning model. Combines MobileNetV2 & SVM to classify tumors (Glioma, Meningioma, Pituitary, No Tumor) from contrast MRI. Achieves ~93% accuracy via transfer learning & augmentation.

Language: Jupyter Notebook - Size: 32.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

MuhammadHassan2020/Inflammation-cell-classification_ML

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Arpangpta/AlgoD-CodeStructure-Identifier

Identify algorithmic structures in source code using Abstract Syntax Trees (ASTs) and a CodeBERTa-based classifier. Combines syntactic analysis with transformer embeddings for structure classification from small datasets.

Language: Java - Size: 115 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

a-anuj/battery-health-classifier

An AI-powered Streamlit app that predicts EV battery health (Good, Moderate, Needs Maintanence,Critical) using a custom neural network. Built with synthetic data reflecting real-world charging patterns and battery behavior.

Language: Jupyter Notebook - Size: 4.53 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

FaNa-AI/VIT

A PyTorch-based image classification project using HuggingFace’s ViT model. It fine-tunes google/vit-base-patch16-224-in21k on a custom Cats vs Dogs dataset with training, evaluation, and metric visualization. Great for learning ViT transfer learning.

Size: 225 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Multi-Class-DDoS-Detection/Multi-Class-DDoS-Detection-using-LSTM-Autoencoder

This project focuses on developing and deploying a robust system for detecting and classifying Multi-Class Distributed Denial of Service (DDoS) attacks.

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

jwcarman/netwerx

A lightweight, extensible deep learning library for Java

Language: Java - Size: 12.6 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

SuryaVamsi-P/Diabetic-Retinopathy-Detection-with-ResNet50

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.

Language: Python - Size: 2.15 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

KashifMoin1410/Emotion-Detection-Using-Deep-Learning

This project uses a neural network to classify facial expressions in 48x48 grayscale images from the FER Challenge dataset. The workflow includes data preprocessing, model building, training, and evaluation. The model accurately identifies emotions such as happiness, sadness, and anger, and can be extended for real-world emotion recognition.

Language: Jupyter Notebook - Size: 2.71 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

KashifMoin1410/Digit-Classification-with-Convolutional-Neural-Networks

This project implements a Convolutional Neural Network (CNN) to classify handwritten digits using the MNIST dataset. The model is trained to recognize digits (0-9) from 28x28 pixel grayscale images, achieving high accuracy in prediction. The project includes data preprocessing, model training, evaluation, and visualization of results.

Language: Jupyter Notebook - Size: 676 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

krishnaura45/PotatoLife

🥔Potato Disease Detection 📸Image Processing 🧮Custom CNN 🌐FastAPI

Language: Jupyter Notebook - Size: 50.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

mr-ravin/BSC-DenseNet 📦

Implementation of BSC-DenseNet-121 in Pytorch from research paper "Adding Binary Search Connections to Improve DenseNet Performance".

Language: Python - Size: 3.14 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

mslawsky/DYT-Multi-Class-Classifier

This repository contains a multi-class classifier to recognize the four style types featured in Dressing Your Truth by Carol Tuttle

Size: 5.37 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

mslawsky/american-sign-language-multi-class

This repository contains a multi-class image classifier to recognize American sign language using TensorFlow

Size: 523 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

anya-kondamani/SpotifyClassification

Multi-class classification on real Spotify dataset.

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

MaharshSuryawala/Food-Image-Recognition

A system that takes food images as an input, recognizes the food automatically and gives the nutritional-facts as an output.

Language: Jupyter Notebook - Size: 39 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 98 - Forks: 50

amirezzati/broken-plural

Producing the plural of Arabic singular words using RNN in Keras

Language: Jupyter Notebook - Size: 1.72 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

krishnaura45/predict-obesity-levels

📚Obesity Risk Detection 🧩Gradient Boosting 🔧Hyperparameter Tuning

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

sushant1827/Machine-Learning-for-Predictive-Maintenance

Demonstrate the application of machine learning on a real-world predictive maintenance dataset, using measurements from actual industrial equipment.

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

Azure/cortana-intelligence-customer360 📦

This repository contains instructions and code to deploy a customer 360 profile solution on Azure stack using the Cortana Intelligence Suite.

Language: Python - Size: 5.48 MB - Last synced at: 4 days ago - Pushed at: about 7 years ago - Stars: 26 - Forks: 20

FardinHash/multilabel-classification-llm

Multi-label classification using LLMs, with additional enhancements using quantization and LoRA (Low-Rank Adaptation). Get better performance on GPU.

Language: Jupyter Notebook - Size: 9.31 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

madhans476/Food-hazard-detection-SEMEVAL-2025

Solution for SemEval-2025 Task 9: The Food Hazard Detection Challenge. Utilized machine learning, fine-tuned LLMs (GPT-2, LLaMA, Flan-T5-XL), and ensemble learning to classify food hazards and detect specific products and hazards from unstructured text.

Language: Jupyter Notebook - Size: 4.05 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

vauxgomes/lad

Open source implementation of Logical Analysis of Data (LAD) Algorithm.

Language: Python - Size: 68.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 1

AnjaliDharmik/Skin-Disease-Text-Classification

Skin Disease Text Classification uses NLP to categorize dermatology texts for diagnosis and research. Challenges include complex terms, data scarcity, class imbalance, and privacy concerns. It aids diagnosis, clinical support, and telemedicine.

Language: Jupyter Notebook - Size: 3.58 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

taishan1994/pytorch_bert_multi_classification

基于pytorch_bert的中文多标签分类

Language: Python - Size: 1.98 MB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 89 - Forks: 14

sroman0/Web-Inf

Neural Network for Multi-Class Classification is a project developed during the "Web and Information Retrieval" course at Università degli Studi del Sannio. This repository provides an implementation of a neural network with a softmax output layer, designed for multi-class classification tasks.

Language: Jupyter Notebook - Size: 61.5 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

shgo/gamtl

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning

Language: Python - Size: 173 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 3

Evangelos-Karavas/Classification-of-Spherical-Friction-Failures-with-Application-of-Machine-Learning

Development of an automated detection system of its operational status engine by measuring the performance of the system using control signals fed into machine learning models

Language: MATLAB - Size: 82.9 MB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Onome-Joseph/NLP_CNN_Classification

This project implements accurate tags or specifications to problems, or user complaints based on input text. The model is designed using neural networks to process data quickly and deliver high-performance results.

Language: Jupyter Notebook - Size: 366 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

inoueakimitsu/milwrap

Wrapping single instance learning algorithms for fitting them to data for multiple instance learning

Language: Jupyter Notebook - Size: 945 KB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

aaaastark/Intrusion-Detection-System-MQTT-Enabled-IoT

Intrusion Detection System for MQTT Enabled IoT.

Size: 1.55 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

SimReale/tweets_sexism_detector

NLP assignments about creating a sexism classifier with different approaches.

Language: Jupyter Notebook - Size: 155 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SathvikNayak123/image-classification-with-MLOps

End-toEnd Data Science Project with Transfer Learning and MLOps

Language: Jupyter Notebook - Size: 157 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

lasyakonduru/CIFAR-10-Image-Classification-with-CNNs-Baseline-and-Enhanced-Models

This project focuses on multi-class image classification using CNNs with the CIFAR-10 dataset. It compares a baseline and an enhanced model to classify 10 categories, including trucks, for real-world applications like preventing deer-vehicle collisions. Includes architecture, training, and evaluation insights.

Language: HTML - Size: 1.12 MB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

bibek36/SignLanguage-Detection-MNIST-Dataset

In this project, we tackled a multi-class classification problem where the goal was to correctly classify images of hands depicting the 26 letters of the English alphabet using a Convolutional Neural Network (CNN). The dataset used for this task is the Sign Language MNIST dataset, which consists of 28x28 grayscale images representing each letter.

Language: Jupyter Notebook - Size: 86.9 KB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Cipher-unhsiV/COPD-Severity-Assessment

Official Repository of IEEE Research Paper "Chronic Obstructive Pulmonary Disease Severity Classification using lung sound"

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Gyani-rocks/Food-Vision-Big

It is an end-to-end multi-class image classification model that is based on the concepts of deep learning and Food(image) recognition. For this project I am using EfficientNet B0 feature extraction model , which takes in data of mixed precision. This will be used to predict on the images from 'food101' which is imported from TensorFlow datasets.

Language: Jupyter Notebook - Size: 2.31 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

MahindaMK/Multi-local-Power-means-based-fuzzy-k-nearest-neighbor-algorithm-MLPM-FKNN

MATLAB code for multi-local Power means-based fuzzy k-nearest neighbor (MLPM-FKNN) algorithm

Language: MATLAB - Size: 18.6 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 0

GAA-UAM/C-GB

Condensed-Gradient Boosting

Language: Python - Size: 131 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

UniFeat/unifeat

An open-source tool for performing feature selection process in different areas of research

Language: Java - Size: 30.5 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 3

arvindshmicrosoft/YelpDatasetSQL

Working with the Yelp Dataset in Azure SQL and SQL Server

Language: TSQL - Size: 43 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 9

filangelos/distance-metrics

Imperial College London EE4-68 Pattern Recognition Coursework 2

Language: Python - Size: 930 KB - Last synced at: 11 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 4

Mariam-Zaidi/Monkey-Pox_detection-Thesis

M-Pox detection using deep learning models and eXplainable AI

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

abhiverse01/Binary-Multi-CNN-CIFAR10

Contains my project code for two CNN models, one trained for binary classification while the other made for multi-class classification. It utillises the CIFAR-10 dataset.

Language: Python - Size: 28.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

krsahab/E-CommerceProductCategorization

Multi-Class Classification based on text data using Natural Language Processing and Deep Learning.

Language: Jupyter Notebook - Size: 168 KB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

malt-iro/Emotions_classification_DeepLearning

The aim of this project is to build a multi-class classification model which will be trained on tweets that convey one of the following emotions: joy, sadness, anger or fear. The task is also a single-label classification since each sample requires one label (emotion).

Language: Jupyter Notebook - Size: 551 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

pilarcode/action-recognition-in-videos

Action Recognition in youtube videos where people dance ballet, break, waltz and flamenco💃. #multiclass_classification

Language: Python - Size: 5.58 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

ConradKleykamp/Prediction-of-Cirrhosis-Outcomes-with-XGB

Predicting the multi-class outcomes of cirrhosis patients using an XGB classifier

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

razamehar/Synthetic-to-Real-Image-Classifier

The CGI2Real_Multi-Class_Image_Classifier categorizes humans, horses, or both using transfer learning from Inception CNN. Trained on synthetic images, it can also classify real ones.

Language: Jupyter Notebook - Size: 905 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

chandra-ps612/Satellite_Image_Classification_Model

Computer Vision and Deep Learning

Language: Jupyter Notebook - Size: 241 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

chandra-ps612/plant_diseases_classification_model

Computer Vision and Deep Learning

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

radismili/Diabetes-Indicators-Classification

Multi-class logistic regression, Decision Tree and Random Forest

Language: Jupyter Notebook - Size: 237 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

KenKaneki2207/Fashion-MNIST

Classification model for Fashion MNIST dataset

Language: Jupyter Notebook - Size: 126 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

JamesLYC88/text_classification_baseline_code

The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten Baseline for Text Classification".

Language: Python - Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 1

lorenzobalzani/nlp_projects 📦

This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.

Language: Jupyter Notebook - Size: 3.97 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

kelixirr/Arxiv34k4l

Multi-label text classification project on Arxiv data using NLP

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PatelRis/AgroML

ML+DL based Web application for solving agriculture 👨‍🌾problems

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

muscak/Liver-Cirrhosis-Stage-Prediction

Prediction of the stage of liver cirrhosis of a patient

Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AndreasScharnetzki/MachineLearningFundamentals

A notebook about commonly used machine learning algorithms.

Language: Jupyter Notebook - Size: 2.81 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

javascript-machine-learning/multi-classification-logistic-regression-gradient-descent-javascript

⭐️ Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript

Language: JavaScript - Size: 18.4 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 1

NeethuMariaTom/Hand_Gesture_Recognition

Develop a cool feature in the smart-TV that can recognise five different gestures performed by the user which will help users control the TV without using a remote.

Language: Jupyter Notebook - Size: 332 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AndreasScharnetzki/EmotionClassifier

A Convolutional Neural Network that distinguishes between the speakers emotions. Comes with multiple preprocessors to improve the models performance.

Language: Python - Size: 241 KB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

OlaPietka/Decision-Tree-from-scratch

Decision tree classifier for multi-class classification WITHOUT any advanced libraries like Pandas, Numpy, Scikit-learn, etc.

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Vidhi1290/ScienceQA-Insights-Exploring-with-LLMs

Predictive Text Analysis project! This repository contains code for predicting answers to science exam questions using advanced natural language processing techniques. Check out the code and results!

Language: Jupyter Notebook - Size: 5.29 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

m-lyon/MachineLearningLearning

A collection of machine learning models in Jupyter Notebook

Language: Jupyter Notebook - Size: 7.96 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

miguel617/Multi-Classification-predictor-on-Payments-Timeliness

Multi-Classification ML modelling on a payment's database to predict any of the 3 states of a payment in a company.

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Arthod/racetrackCarManeuver

Language: JavaScript - Size: 553 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

leiyunin/Multi-class-Multi-label-classification-using-SVM

This project applies SVM classifiers and K-Means clustering to the Anuran Calls (MFCCs) dataset for multi-class, multi-label classification, evaluating techniques like binary relevance, SMOTE, and Classifier Chains to optimize label prediction accuracy.

Language: Jupyter Notebook - Size: 1.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jodhernandezbe/PRTR_transfers

Language: Python - Size: 181 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

PulmonomicsLab/mcdr-mtb-standalone

Multi-class classification of drug resistance in MTB clinical isolates

Language: Shell - Size: 5.56 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

vgupta123/contextualize_scdv

Unsupervised Contextualized Document Representation, to appear in SustaiNLP 2021 EMNLP 2021

Language: Python - Size: 5.42 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

sharmi1206/Membership_Inference_Attack_DP

Testing membership inference attacks on Deep learning models (LSTM, CNN);

Language: Python - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

RimTouny/KNeighborsClassifier

KNN Classifier for Car Evaluation Dataset: Explored impact of training sample sizes & optimal K value selection. Python implementation in a Machine Learning course project (uOttawa 2023).

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VipinindKumar/MLExercisesPython

Machine Learning exercises in Python (Jupyter notebooks)

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muharis3/Credit-Score-Prediction-Model---Multi-Class-Classification

The objective of this study is to classify customers based on their information about their demographics and financial information into these 3 categories and predict if the customer is going to have good or bad credit score.

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JustinaMichael/CNN_Sorghum_Weed_Classifier

'CNN_Sorghum_Weed_Classifier' is an artificial intelligence (AI) based software that can differentiate a sorghum sampling image from its associated weeds images.

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gkontogiannhs/Multilabel-Multiclass-NLP-classification

Language: Python - Size: 7.26 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AjNavneet/RealTime_CNN_MultiClass_Image_Classification_TensorFlow_Flask

Tensorflow based CNN model for multi-class image classification and deployment of the model using Flask for realtime predictions.

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AjNavneet/ALBERT_DistilBERT_DBpedia_Classification

ALBERT and DistilBERT classification models for the DBpedia ontology dataset.

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Related Keywords
multi-class-classification 227 machine-learning 84 deep-learning 53 python 49 classification 29 tensorflow 29 keras 21 logistic-regression 19 data-science 19 text-classification 18 computer-vision 18 image-classification 18 binary-classification 18 neural-network 17 cnn 16 convolutional-neural-networks 16 multi-label-classification 15 neural-networks 15 jupyter-notebook 15 transfer-learning 14 nlp 13 pytorch 13 random-forest 12 deep-neural-networks 11 support-vector-machines 11 natural-language-processing 10 bert 10 keras-tensorflow 10 linear-regression 9 svm 9 sklearn 8 cnn-classification 8 anomaly-detection 7 supervised-learning 7 scikit-learn 7 python3 7 machine-learning-algorithms 7 kaggle-competition 6 imbalanced-data 6 matplotlib 6 transformers 6 lstm 6 data-visualization 6 k-means-clustering 6 medical-imaging 5 kaggle-dataset 5 ensemble-learning 5 artificial-intelligence 5 tensorflow2 5 nlp-machine-learning 5 lstm-neural-networks 5 image-processing 4 xgboost 4 image-segmentation 4 fashion-mnist 4 bert-model 4 unsupervised-learning 4 principal-component-analysis 4 sentiment-analysis 4 vgg16 4 confusion-matrix 4 flask 4 pattern-recognition 4 roberta 4 large-language-models 4 embeddings 4 kmeans-clustering 4 distilbert 4 dimensionality-reduction 4 decision-trees 4 artificial-neural-networks 4 exploratory-data-analysis 4 svm-classifier 4 mnist 4 rnn 4 pca 4 fine-tuning 3 decision-tree-classifier 3 huggingface 3 data-augmentation 3 data-analysis 3 cnn-model 3 probabilistic-models 3 clustering 3 efficientnet 3 numpy 3 random-forest-classifier 3 pandas 3 regression 3 kaggle 3 pytorch-implementation 3 binary 3 knn-algorithm 3 multiclass-classification 3 online-learning 3 regularized-linear-regression 3 recommender-system 3 ai 3 satellite-imagery 3 knn-classifier 3