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multi-class-classification

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codelion /adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

classifier machine-learning text-classification transformers embeddings neural-networks adaptive-learning multi-label-classification bert online-learning multi-class-classification faiss elastic-weight-consolidation roberta distilbert continous-learning large-language-models llms adaptive-neural-network neural-layers

UpdatedOct 7, 2025
Python

imbalanced-ensemble

ZhiningLiu1998 /imbalanced-ensemble

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

python data-science machine-learning data-mining scikit-learn sklearn python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

UpdatedApr 29, 2025
Python

ing-bank /probatus

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

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

UpdatedApr 19, 2025
Python

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.

machine-learning deep-neural-networks deep-learning jupyter-notebook python3 artificial-intelligence food-classification nutrition usda-nutrient-database inception-v3 nutrition-information multi-class-classification food-101 google-colab google-colaboratory food-image-recognition

UpdatedSep 16, 2020
Jupyter Notebook

taishan1994 /pytorch_bert_multi_classification

基于pytorch_bert的中文多标签分类

pytorch bert multi-class-classification

UpdatedNov 24, 2021
Python

mwydmuch /napkinXC

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

python machine-learning classification hsm datasets multi-label-classification plt multi-class-classification extreme-classification probabilistic-label-trees xmlc label-tree-classifiers

UpdatedNov 10, 2025
C++

jadevaibhav /Signature-verification-using-deep-learning

Using SigComp'11 dataset for signature verification

convolutional-neural-networks signature-verification triplet-loss multi-class-classification siamese-network

UpdatedOct 7, 2019
Jupyter Notebook

cetinsamet /music-genre-classification

Music genre classification from audio spectrograms using deep learning

music pytorch spectrogram convolutional-neural-networks music-genre-classification librosa multi-class-classification music-genre-detection music-genre-recognition

UpdatedDec 8, 2019
Python

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 seq2seq attention albert bert multi-label multi-class-classification text-classifier beamsearch classifier-multi-label

UpdatedJun 1, 2022
Python

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.

data-science azure azure-functions decision-trees feature-engineering datawarehouse multi-class-classification data-virtualization customer-enrichment

UpdatedAug 10, 2018
Python

JamesLYC88 /text_classification_baseline_code

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

machine-learning natural-language-processing text-classification support-vector-machines multi-label-classification bert multi-class-classification linear-classifiers pretrained-language-models large-language-models

UpdatedJun 29, 2024
Python

arvindshmicrosoft /YelpDatasetSQL

Working with the Yelp Dataset in Azure SQL and SQL Server

machine-learning sql-server graph text-analysis yelp mssql t-sql yelp-dataset yelp-challenge multi-class-classification r-server azuresqldb yelp-dataset-analysis azuresql

UpdatedMar 3, 2021
TSQL

lad

vauxgomes /lad

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

lazy-evaluation classification-algorithm multiclass-classification decision-rules multi-class-classification lad rule-classifier eager-evaluation logical-analysis-of-data sklean-classifier

UpdatedOct 6, 2023
Python

flsing /machine-learning

Andrew Ng's Machine Learning Course

machine-learning linear-regression coursera neural-networks logistic-regression recommender-system support-vector-machines principal-component-analysis andrew-ng regularized-linear-regression bias-variance anomaly-detection multi-class-classification k-means-clustering

UpdatedJul 27, 2018
MATLAB

MainakVerse /Eye-Disease-Detector

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

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

UpdatedMay 13, 2025
Jupyter Notebook

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.

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

UpdatedFeb 22, 2022
R

UniFeat /unifeat

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

machine-learning feature-selection supervised-learning dimensionality-reduction unsupervised-learning multi-class-classification preprocessing-data

UpdatedJun 16, 2023
Java

nicholasRenninger /SVM-Facial-Recognition

MATLAB Implementation of the SVM and Eigenface/Fishcerface Algorithms for Facial Recognition.

visualization facial-recognition support-vector-machines multi-class-classification eigenface-analysis fischer-lda

UpdatedSep 24, 2017
MATLAB

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

computer-vision deep-learning keras multi-label-classification action-recognition weakly-supervised-learning multi-class-classification i3d violence-detection

UpdatedJul 4, 2021
Jupyter Notebook

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

UpdatedDec 28, 2017
JavaScript

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