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Projects in Awesome Lists tagged with multi-class-classification

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

https://github.com/ing-bank/probatus

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

binary-classifiers data-analysis data-science feature-elimination machine-learning multi-class-classification recursive-feature-elimination regressors shap statistics tree-model

Last synced: 07 Apr 2025

https://github.com/taishan1994/pytorch_bert_multi_classification

基于pytorch_bert的中文多标签分类

bert multi-class-classification pytorch

Last synced: 04 Apr 2025

https://github.com/siddh30/The-Airbnb-Classification-Project

This project is from the Airbnb Recruitment Challenge on Kaggle. The challenge is to solve a multi-class classification problem of predicting new users first booking destination.

airbnb binary-classification data-mining kaggle-challenge multi-class-classification r-programming

Last synced: 30 Jul 2025

https://github.com/danieldacosta/rnn-keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 09 Aug 2025

https://github.com/DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 05 May 2025

https://github.com/chen0040/java-libsvm

Package provides the direct java conversion of the origin libsvm C codes as well as a number of adapter to make it easier to program with libsvm on Java

anomaly-detection binary-classification java libsvm libsvm-format multi-class-classification one-class-learning outlier-detection regression supervised-learning svm unsupervised-learning

Last synced: 01 Jul 2025

https://github.com/mainakverse/eye-disease-detector

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

artificial-intelligence-algorithms eye-disease-recognition generative-ai multi-class-classification streamlit tailwindcss

Last synced: 12 Sep 2025

https://github.com/fardinhash/multilabel-classification-llm

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

bert-classification classification gpt-4 large-language-models llm mistral-7b multi-class-classification multi-label-classification multiclass-classification multilabel-classification t5 text-classification

Last synced: 04 Mar 2025

https://github.com/chen0040/js-svm

Package provides javascript implementation of support vector machines

binary-classification kernel-svm kernels linear-svm multi-class-classification support-vector-machines

Last synced: 15 Aug 2025

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 03 Aug 2025

https://github.com/m0kr4n3/protein_location_prediction_chall

Proposed Solution for `Protein Location Prediction Challenge` by AI Hack Tunisia 2022

biology classification machine-learning multi-class-classification

Last synced: 10 Jun 2025

https://github.com/krishnaura45/predict-obesity-levels

📚Obesity Risk Detection 🧩Gradient Boosting 🔧Hyperparameter Tuning

accuracy-score episode2 kaggle-competition multi-class-classification playground season4 time-series-analysis

Last synced: 25 Jan 2026

https://github.com/xx025/pictag

Image classifier, Build image classification datasets efficiently. 图片分类器、高效构建图片分类数据集。

image-annotation-tool image-classification image-classifier image-dataset multi-class-classification

Last synced: 24 Dec 2025

https://github.com/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%.

huggingface lda multi-class-classification neuro-symbolic-ai nlp python sentiment-analysis transformers user-generated-content

Last synced: 17 Jul 2025

https://github.com/dhruvsrikanth/boosting-theory

A collection of papers produced on the theory of boosting as applied to binary classification. Further extensions to the multi-class classification problem and necessary and sufficient conditions to ensure boostability i.e. weak learning conditions. Finally, an overview over boosting algorithms and models employed in industry.

adaboost binary-classification boosting boosting-algorithms gradient-boosting machine-learning multi-class-classification research-paper weak-learning weak-learning-conditions xgboost

Last synced: 06 Oct 2025

https://github.com/inoueakimitsu/milwrap

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

large-data machine-learning multi-class-classification multiple-instance-learning python sklearn

Last synced: 07 May 2025

https://github.com/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!

interactive-visualizations kaggle kaggle-competition machine-learning multi-class-classification nlp nlp-machine-learning predictive-text-analysis random-forest-classifier text-analysis text-vectorization

Last synced: 28 Mar 2025

https://github.com/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.

convolutional-neural-networks image-classification inceptionv3 multi-class-classification python real-image-classification synthetic-images tensorflow

Last synced: 18 Mar 2025

https://github.com/cschen1205/cs-svm

C# implementation of Support Vector Machines

binary-classificaiton multi-class-classification support-vector-machines svm

Last synced: 24 Mar 2025

https://github.com/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.

classification data-preprocessing data-science deep-learning educational-project jupyter-notebook machine-learning model-evaluation multi-class-classification neural-network python tensorflow web-information-retrieval

Last synced: 02 Mar 2025

https://github.com/jamnicki/yoga-pose-ensemble-clf

University course project: Machine learning -- Ensemble learning strategies comparison on classification quality for imbalanced data

ensemble-learning imbalanced-data machine-learning multi-class-classification

Last synced: 07 Apr 2025

https://github.com/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.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification keras machine-learning multi-class-classification tensorflow

Last synced: 29 Dec 2025

https://github.com/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.

aptos2019 auc-evaluation clinical-decision-support cnn-model computer-vision data-augmentation deep-learning diabetic-retinopathy early-detection healthcare-ai image-classification keras medical-diagnosis medical-imaging multi-class-classification optical-imaging resnet50 retinal-image-analysis tensorflow transfer-learning

Last synced: 05 Jul 2025

https://github.com/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.

cnn-classification data-science deep-neural-networks multi-class-classification natural-language-processing

Last synced: 29 Jul 2025

https://github.com/ltfschoen/dog-project

Term 2 Project 1 Dog Breed Classifier and human face detector using ImageNet, superhuman CNNs, and Haar Cascades

aws-ec2 bottleneck convolutional-neural-networks gpu-computing haar image-augmentation image-classification keras multi-class-classification resnet-50 transfer-learning

Last synced: 20 Aug 2025

https://github.com/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.

brain-tumor cnn computer-science deep-learning grad-cam healthcare hybrid-model image-classification keras medical-diagnosis medical-imaging mobilenet-v2 mri-classification multi-class-classification svm tensorflow transfer-learning tumor-classification tumor-detection

Last synced: 05 Jul 2025

https://github.com/pilarcode/action-recognition-in-videos

Action Recognition (dance styles) in videos.

multi-class-classification video-classification

Last synced: 19 Sep 2025

https://github.com/kelixirr/arxiv34k4l

Multi-label text classification project on Arxiv data using NLP

multi-class-classification nlp

Last synced: 05 Apr 2025

https://github.com/somjit101/nlp-stackeroverflow-tag-prediction

A multi-class classification problem where the objective is to read a question posted on the popular reference website, StackOverflow and predict the primary topics it deals with, i.e. tags which the question will be associated with.

bag-of-words countvectorizer logistic-regression multi-class-classification multiclass-logistic-regression natural-language-processing nlp one-vs-rest onevsrestclassifier stackoverflow-tags stemming text-mining tf-idf tfidf-vectorizer word-cloud

Last synced: 06 Mar 2025

https://github.com/kelvinjuliusarmandoh/dog_vision

Transfer learning for predicting dog breed images classification

computer-vision deep-learning machine-learning multi-class-classification transfer-learning

Last synced: 20 Jan 2026

https://github.com/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.

cnn-classification jupyter-notebook keras-tensorflow matplotlib mnist-dataset multi-class-classification python sign-language-recognition

Last synced: 15 Oct 2025

https://github.com/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

data-science machine-learning matlab morphological-analysis multi-class-classification signal-processing system-performance-evaluator

Last synced: 23 Mar 2025

https://github.com/timkong21/facebook-page-classifier

Apply Multi-class node classification algorithm to classify Facebook page content type

biased-random-walk gensim-word2vec graph machine-learning multi-class-classification networkx node2vec stellargraph tsne

Last synced: 19 Jul 2025