multilabel-classification

A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for Explainable AI :octocat:

nlp machine-learning natural-language-processing text-mining data-mining text-classification machine-learning-algorithms artificial-intelligence document-classification sentence-classification interpretability multilabel-classification explainable-artificial-intelligence interpretable-ml xai interpretable-machine-learning document-categorization early-classification text-labeling ss3-classifier

UpdatedOct 16, 2025
Python

jamesmullenbach /caml-mimic

Star298

multilabel classification of EHR notes

nlp clinical-notes icd9 multilabel-classification ehr-notes

UpdatedJul 21, 2020
Python

skyduy /CNN_keras

Star291

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

machine-learning captcha cnn-keras multilabel-classification pytorch-cnn

UpdatedNov 18, 2019
Python

NatLibFi /Annif

Star252

Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.

python machine-learning text-classification rest-api flask-application classification glam code4lib connexion annotation-tool multilabel-classification subject-indexing annif

UpdatedFeb 17, 2026
Python

lonePatient /TorchBlocks

Star160

A PyTorch-based toolkit for natural language processing

nlp text-classification text-similarity transformers pytorch named-entity-recognition advertising bert triplet-loss multilabel-classification siamese-network relation-classification

UpdatedMar 10, 2023
Python

ASUS-AICS /LibMultiLabel-Old-Archive

Star153

This library has been moved tohttps://github.com/ntumlgroup/LibMultiLabel

multi-label-classification multiclass-classification multilabel-classification text-classificaiton external-code

UpdatedOct 24, 2024
Python

Refefer /fastxml

Star149

FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification

python machine-learning multilabel-classification fastxml

UpdatedJun 19, 2024
Python

Dru-Mara /EvalNE

Star107

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

python benchmark data-mining library graph-algorithms graphs evaluation research-tool networks representation-learning benchmark-framework graph-api network-embedding link-prediction multilabel-classification graph-embedding node-classification network-reconstruction graph-representation-learning sign-prediction

UpdatedDec 14, 2025
Python

elijahcole /single-positive-multi-label

Star97

Multi-Label Learning from Single Positive Labels - CVPR 2021

computer-vision deep-learning multi-label-classification cvpr multilabel-classification missing-labels cvpr2021

UpdatedNov 21, 2023
Python

itakurah /focal-loss-pytorch

Star72

Implementation of Focal Loss (Lin et al., 2017, Facebook AI Research) for handling class imbalance by focusing learning on hard, misclassified examples.

pytorch binary-classification loss-functions multiclass-classification multilabel-classification class-balance

UpdatedFeb 15, 2026
Python

n0obcoder /NIH-Chest-X-Rays-Multi-Label-Image-Classification-In-Pytorch

Star71

Multi-Label Image Classification of Chest X-Rays In Pytorch

python computer-vision deep-learning neural-network cnn pytorch supervised-learning classification multilabel-classification disease-classification focalloss chest-xrays

UpdatedNov 25, 2019
Python

katha-ai /EmoTx-CVPR2023

Star58

[CVPR 2023] Official code repository for "How you feelin'? Learning Emotions and Mental States in Movie Scenes".https://arxiv.org/abs/2304.05634

transformers pytorch emotion-recognition multilabel-classification multimodal-learning cvpr2023 moviegraphs-dataset

UpdatedOct 15, 2024
Python

This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification")

computer-vision attention-mechanism multilabel-classification ag-cnn