multi-class-classification

There are 3 repositories under multi-class-classification topic.

codelion / adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
adaptive-learning adaptive-neural-network bert classifier continous-learning distilbert elastic-weight-consolidation embeddings faiss large-language-models llms machine-learning multi-class-classification multi-label-classification neural-layers neural-networks online-learning roberta text-classification transformers
Language:Python 495
imbalanced-ensemble
ZhiningLiu1998 / imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
class-imbalance classification data-mining data-science ensemble ensemble-imbalanced-learning ensemble-learning ensemble-model imbalanced-classification imbalanced-data imbalanced-learning long-tail machine-learning multi-class-classification python python3 scikit-learn sklearn
Language:Python 399
ing-bank / probatus
SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.
machine-learning data-science tree-model data-analysis statistics shap feature-elimination binary-classifiers multi-class-classification recursive-feature-elimination regressors
Language:Python 155
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.
python3 jupyter-notebook google-colaboratory inception-v3 food-101 food-classification deep-learning deep-neural-networks multi-class-classification food-image-recognition nutrition nutrition-information usda-nutrient-database google-colab machine-learning artificial-intelligence
Language:Jupyter Notebook 121
taishan1994 / pytorch_bert_multi_classification
基于pytorch_bert的中文多标签分类
bert multi-class-classification pytorch
Language:Python 91
mwydmuch / napkinXC
Extremely simple and fast extreme multi-class and multi-label classifiers.
extreme-classification multi-label-classification multi-class-classification plt hsm probabilistic-label-trees classification python machine-learning label-tree-classifiers datasets xmlc
Language:C++ 70
jadevaibhav / Signature-verification-using-deep-learning
Using SigComp'11 dataset for signature verification
signature-verification siamese-network triplet-loss convolutional-neural-networks multi-class-classification
Language:Jupyter Notebook 59
cetinsamet / music-genre-classification
Music genre classification from audio spectrograms using deep learning
music-genre-classification spectrogram convolutional-neural-networks pytorch multi-class-classification music music-genre-detection music-genre-recognition librosa
Language:Python 54
hellonlp / classifier_multi_label_seq2seq_attention
multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search
text-classification tensorflow multi-class-classification albert bert multi-label text-classifier classifier-multi-label seq2seq attention beamsearch
Language:Python 33
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.
azure azure-functions datawarehouse data-science customer-enrichment feature-engineering data-virtualization multi-class-classification decision-trees
Language:Python 26
JamesLYC88 / text_classification_baseline_code
The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten Baseline for Text Classification".
bert large-language-models linear-classifiers machine-learning multi-class-classification multi-label-classification natural-language-processing pretrained-language-models support-vector-machines text-classification
Language:Python 19
arvindshmicrosoft / YelpDatasetSQL
Working with the Yelp Dataset in Azure SQL and SQL Server
yelp-dataset t-sql sql-server machine-learning graph text-analysis multi-class-classification r-server yelp yelp-dataset-analysis yelp-challenge mssql azuresql azuresqldb
Language:TSQL 17
lad
vauxgomes / lad
Open source implementation of Logical Analysis of Data (LAD) Algorithm.
lad classification-algorithm rule-classifier multiclass-classification lazy-evaluation eager-evaluation logical-analysis-of-data decision-rules multi-class-classification sklean-classifier
Language:Python 16
flsing / machine-learning
Andrew Ng's Machine Learning Course
machine-learning neural-networks linear-regression andrew-ng coursera logistic-regression multi-class-classification bias-variance regularized-linear-regression support-vector-machines k-means-clustering anomaly-detection recommender-system principal-component-analysis
Language:MATLAB 14
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
Language:Jupyter Notebook 13
The-Airbnb-Classification-Project
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.
r-programming data-mining binary-classification multi-class-classification airbnb kaggle-challenge
Language:R 11
nicholasRenninger / SVM-Facial-Recognition
MATLAB Implementation of the SVM and Eigenface/Fishcerface Algorithms for Facial Recognition.
eigenface-analysis support-vector-machines facial-recognition multi-class-classification visualization fischer-lda
Language:MATLAB 9
UniFeat / unifeat
An open-source tool for performing feature selection process in different areas of research
dimensionality-reduction feature-selection machine-learning multi-class-classification preprocessing-data supervised-learning unsupervised-learning
Language:Java 9
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.
binary cifar10-classification cnn image-classification image-processing machine-learning-algorithms multi-class-classification
Language:Python 8
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.
multi-label-classifier multiple-losses-rnn rnn keras multi-class-classification
Language:Jupyter Notebook 8
Group606-DL / Warnify-VisualModel
I3D implemetation in Keras + video preprocessing (rgb and optical flows) to detect violence in videos with weak labels (Weakly Supervised) on XD-Violence dataset (Multi-Label, Multi-class and untrimmed videos) using Keras
deep-learning action-recognition i3d keras computer-vision weakly-supervised-learning violence-detection multi-label-classification multi-class-classification
Language:Jupyter Notebook 8
javascript-machine-learning / multi-classification-logistic-regression-gradient-descent-javascript
⭐️ Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript
javascript machine-learning logistic-regression multi-class-classification
Language:JavaScript 8
shgo / gamtl
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning
machine-learning machine-learning-algorithms multi-task-learning multi-class-classification multiple-output-regression multiple-linear-regression
Language:Python 8
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
Language:Jupyter Notebook 7
aifenaike / Probabilistic-Lithology-Characterization
A probability based approach to characterize lithology using drilling data and Random Forests
drilling-engineering lithology random-forest probabilistic-models auc multi-class-classification
Language:Jupyter Notebook 6
apoorvaKR12695 / Mobile-Price-Range-Prediction
Supervised ML- Built a Multi-Class classification model to find the relation between features of a mobile phone(RAM, Internal Memory etc) and its selling price. Model will predict the price range indicating how high the price is.
confusion-matrix hyperparameter-optimization multi-class-classification random-forest-classifier xgboost-classifier
Language:Jupyter Notebook 6
chen0040 / java-adaptive-resonance-theory
Package provides java implementation of algorithms in the field of adaptive resonance theory (ART)
adaptive-resonance-theory artmap art1 fuzzyart unsupervised-learning supervised-learning neural-network classification multi-class multi-class-classification
Language:Java 6
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
libsvm libsvm-format java svm one-class-learning regression binary-classification multi-class-classification supervised-learning unsupervised-learning anomaly-detection outlier-detection
Language:Java 6
Cipher-unhsiV / COPD-Severity-Assessment
Official repository of IEEE Research Paper "Chronic Obstructive Pulmonary Disease Severity Classification using lung sound"
copd-classification medical-ai medical-imaging multi-class-classification multi-modal-deep-learning pulmonary-disease resnet-50
Language:Jupyter Notebook 6
innerNULL / PLM-ICD-multi-label-classifier
A multi-label text classifier based on PLM-ICD paper
deep-learning icd-10 icd10 machine-learning multi-label-classification nlp pytorch paper-implementations icd pytorch-implementation torch multi-class-classification text-classification
Language:Python 6
sharmi1206 / Membership_Inference_Attack_DP
Testing membership inference attacks on Deep learning models (LSTM, CNN);
cnn attacks privacy differential-privacy tensorflow tensorflow-privacy lstm neural-networks membership-inference-attacks membership-inference-attack multi-class-classification
Language:Python 6
barzansaeedpour / transfer-learning-for-multi-class-classification-CIFAR-10
Performing multi-class classification on the CIFAR-10 dataset using transfer learning
cifar-10 classification machine-learning-algorithms multi-class-classification tensroflow transfer-learning
Language:Jupyter Notebook 5
cwwdaniel / invoice-text-classification
Semantic Enrichment, Data Augmentation and Deep Learning for Boosting Invoice Text Classification Performance: A Novel Natural Language Processing Strategy
deep-learning multi-class-classification semantic-enrichment text-classification text-cleaning text-data-augmentation bert bert-embeddings bi-lstm glove-embeddings linear-svm short-text wordnet-library
4
PatelRis / AgroML
ML+DL based Web application for solving agriculture 👨‍🌾problems
agroml regression-analysis multi-class-classification flask svelte machine-learning deep-learning
Language:Jupyter Notebook 4
Multiple-Disease-Prediction-Bot
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
diabetes-prediction disease-prediction heart-disease-prediction multiple-disease-prediction-using-machine-learning anaconda-environment anaconda3 python spyder-python-ide kaggle-dataset streamlit-webapp multi-class-classification 131-parameters 41-diseases
Language:Jupyter Notebook 4
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.
binary-classification classification-report confusion-matrix data-imbalance data-visualization decision-tree-classifier exploratory-data-analysis feature-engineering feature-importance feature-selection gradient-boosting-classifier imbalanced-data multi-class-classification roc-auc-curve
Language:Jupyter Notebook 4

multi-class-classification

codelion / adaptive-classifier

ZhiningLiu1998 / imbalanced-ensemble

ing-bank / probatus

MaharshSuryawala / Food-Image-Recognition

taishan1994 / pytorch_bert_multi_classification

mwydmuch / napkinXC

jadevaibhav / Signature-verification-using-deep-learning

cetinsamet / music-genre-classification

hellonlp / classifier_multi_label_seq2seq_attention

Azure / cortana-intelligence-customer360

JamesLYC88 / text_classification_baseline_code

arvindshmicrosoft / YelpDatasetSQL

vauxgomes / lad

flsing / machine-learning

MainakVerse / Eye-Disease-Detector

siddh30 / The-Airbnb-Classification-Project

nicholasRenninger / SVM-Facial-Recognition

UniFeat / unifeat

abhiverse01 / Binary-Multi-CNN-CIFAR10

DanielDaCosta / RNN-Keras

Group606-DL / Warnify-VisualModel

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

shgo / gamtl

FardinHash / multilabel-classification-llm

aifenaike / Probabilistic-Lithology-Characterization

apoorvaKR12695 / Mobile-Price-Range-Prediction

chen0040 / java-adaptive-resonance-theory

chen0040 / java-libsvm

Cipher-unhsiV / COPD-Severity-Assessment

innerNULL / PLM-ICD-multi-label-classifier

sharmi1206 / Membership_Inference_Attack_DP

barzansaeedpour / transfer-learning-for-multi-class-classification-CIFAR-10

cwwdaniel / invoice-text-classification

PatelRis / AgroML

Sudhanshu-Ambastha / Multiple-Disease-Prediction-Bot

sushant1827 / Machine-Learning-for-Predictive-Maintenance