A flexible, adaptive classification system for dynamic text classification

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

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

基于pytorch_bert的中文多标签分类

Music genre classification from audio spectrograms using deep learning

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

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

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

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

Contains my project code for the - Rewrite of the classic CIFAR-10 classifier. ResNet-style CNN · Dual Binary + Multi-Class · Grad-CAM Explainability · Streamlit UI

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning

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

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

L2-Regularized Autoencoder Enabled Ladder Networks (RAELN) for multi-class classification of network intrusion malware.

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.

Multi-Class Classification to analyze architectural drawings

Venue Prediction with bag of words + heterogenous information using sklearn SGDClassifier

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

VisionZero is an intelligent machine learning system designed to predict traffic accident severity and identify actionable interventions to save lives.

Création d'un réseau de Deep Learning capable de détecter une unique instance d'un objet (pouvant appartenir à différentes classes) dans une image et de l'encadrer avec un rectangle.