multi-label-classification

There are 44 repositories under multi-label-classification topic.

awesome-project-ideas
NirantK / awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification
7480
lonePatient / Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
pytorch pytorch-implmention nlp multi-label-classification text-classification bert fine-tuning xlnet transformers albert
Language:Python 833
Alibaba-MIIL / ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
imagenet21k pretraining downstream semantic-softmax single-label multi-label-classification vision-transformer mixer
Language:Python 697
Alibaba-MIIL / ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
multi-label-classification loss detection classification
Language:Python 690
inspirehep / magpie
Deep neural network framework for multi-label text classification
classification deep-learning machine-learning multi-label-classification neural-network nlp prediction word2vec
Language:Python 679
hellonlp / classifier-multi-label
多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification
attention bert classifier-multi-label cnn multi-label multi-label-classification seq2seq tensorflow text-classification text-classifier textcnn
Language:Python 589
brightmart / sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
bert fine-grained-classification language-model multi-label-classification online pre-train sentiment-analysis text-classification textcnn
Language:Jupyter Notebook 586
aqibsaeed / Multilabel-timeseries-classification-with-LSTM
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
lstm tensorflow multi-label-classification time-series deep-learning
Language:Jupyter Notebook 562
RandolphVI / Multi-Label-Text-Classification
About Muti-Label Text Classification Based on Neural Network.
multi-label-classification python3 sentence-classification tensorflow text-classification
Language:Python 546
Alibaba-MIIL / TResNet
Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
tresnet multi-label-classification accuracy architecture imagenet
Language:Python 460
pangwong / pytorch-multi-label-classifier
A pytorch implemented classifier for Multiple-Label classification
pytorch classifier accuracy-curves multi-label-classification loss-curves visdom
Language:Python 305
yourh / AttentionXML
Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"
xml multi-label multi-label-classification multi-label-learning
Language:Python 236
QData / C-Tran
General Multi-label Image Classification with Transformers
transformers multi-label-classification computer-vision
Language:Python 224
cheng-li / pyramid
Open source Machine Learning library written in Java
machine-learning machine-learning-library java gradient-boosting multi-label-classification
Language:Java 187
brightmart / multi-label_classification
transform multi-label classification as sentence pair task, with more training data and information
bert multi-label-classification roberta sentence-pair-classification text-classification
Language:Python 179
catqaq / OpenTextClassification
OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。
text-classification torchtext pytorch lstm gru textcnn bert dpcnn ernie naive-bayes svm textrnn transformers multi-label-classification bert-text-classification chinese-text-classification
Language:Python 172
mwydmuch / extremeText
Library for fast text representation and extreme classification.
extreme-classification multi-label-classification extreme-multi-label-cassification text-classification fasttext extremetext machine-learning
Language:HTML 149
monologg / GoEmotions-pytorch
Pytorch Implementation of GoEmotions 😍😢😱
goemotions emotion-classification pytorch multi-label-classification transformers bert pipeline
Language:Python 142
hellonlp / classifier_multi_label
multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification
multi-label-classification multi-label tensorflow text-classification text-classifier bert albert classifier-multi-label
Language:Python 137
huanghuidmml / cail2019_track2
**法研杯CAIL2019要素抽取任务第三名方案分享
bert cail2019 rcnn multi-label-classification focal-loss
Language:Python 137
Epiphqny / Multiple-instance-learning
Pytorch implementation of three Multiple Instance Learning or Multi-classification papers
multi-label-classification
Language:Python 129
kunaldahiya / pyxclib
Tools for multi-label classification problems.
machine-learning python extreme-classification extreme-multi-label-classification multi-label-classification multi-label
Language:Python 124
davidsbatista / text-classification
An example on how to train supervised classifiers for multi-label text classification using sklearn pipelines
text-classification train-supervised-classifiers multi-label-classification
Language:Jupyter Notebook 110
sunanhe / MKT
Official implementation of "Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer".
multi-label-classification open-vocabulary pytorch transfer-learning
Language:Python 109
vlegoy / rcATT
A python app to predict Att&ck tactics and techniques from cyber threat reports
cyber-threat-intelligence attack ttp multi-label-classification
Language:Python 104
yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification
Multi-label classification based on timm.
multi-label multi-label-classification pytorch pretrained-models pretrained-weights transfer-learning gradient-centralization densenet efficientnet hrnet mixnet mnasnet mobilenetv3 regnet resnet multi-task timm multi-task-learning vision-transformer-models imagenet-classifier
Language:Jupyter Notebook 98
elijahcole / single-positive-multi-label
Multi-Label Learning from Single Positive Labels - CVPR 2021
computer-vision multilabel-classification cvpr2021 missing-labels deep-learning cvpr multi-label-classification
Language:Python 87
QData / LaMP
ECML 2019: Graph Neural Networks for Multi-Label Classification
multi-label-classification graph-neural-networks graph-attention-networks nlp transformers computer-vision
Language:Python 84
zheng-yuwei / multi-label-classification
基于tf.keras的多标签多分类模型
tensorflow tensorflow-keras ghm focal-loss resnet-v2 resnet-18 mixnet python3 resnext multi-label-classification radam
Language:Python 84
uhh-lt / BlurbGenreCollection-HMC
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
capsule-networks hierarchy datset neural-networks multi-label-classification acl2019 text-classification cnn lstm keras
Language:Python 82
omikuji
tomtung / omikuji
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
extreme-classification machine-learning supervised-learning classification extreme-multi-label-classification multi-label-classification rust
Language:Rust 81
hellowangqian / multi-label-image-classification
A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN
multi-label-learning multi-label-classification multi-label-image-classification
Language:Python 76
gaobb / DLDL
[TIP] Deep Label Distribution Learning with Label Ambiguity
age-estimation head-pose-estimation multi-label-classification semantic-segmentation
Language:MATLAB 73
kabbi159 / awesome-image-tagging
A paper list of awesome Image Tagging
image-tagging image-annotation multi-label-classification deep-learning multi-label-image-classification
72
hscspring / Multi-Label-Text-Classification-for-Chinese
pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
multi-label-classification pytorch-implmention text-classification bert rcnn dpcnn cnn
Language:Python 69
murray-z / multi_label_classification
基于pytorch + bert的多标签文本分类（multi label text classification）
multi-label-classification
Language:Python 65

multi-label-classification

NirantK / awesome-project-ideas

lonePatient / Bert-Multi-Label-Text-Classification

Alibaba-MIIL / ImageNet21K

Alibaba-MIIL / ASL

inspirehep / magpie

hellonlp / classifier-multi-label

brightmart / sentiment_analysis_fine_grain

aqibsaeed / Multilabel-timeseries-classification-with-LSTM

RandolphVI / Multi-Label-Text-Classification

Alibaba-MIIL / TResNet

pangwong / pytorch-multi-label-classifier

yourh / AttentionXML

QData / C-Tran

cheng-li / pyramid

brightmart / multi-label_classification

catqaq / OpenTextClassification

mwydmuch / extremeText

monologg / GoEmotions-pytorch

hellonlp / classifier_multi_label

huanghuidmml / cail2019_track2

Epiphqny / Multiple-instance-learning

kunaldahiya / pyxclib

davidsbatista / text-classification

sunanhe / MKT

vlegoy / rcATT

yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification

elijahcole / single-positive-multi-label

QData / LaMP

zheng-yuwei / multi-label-classification

uhh-lt / BlurbGenreCollection-HMC

tomtung / omikuji

hellowangqian / multi-label-image-classification

gaobb / DLDL

kabbi159 / awesome-image-tagging

hscspring / Multi-Label-Text-Classification-for-Chinese

murray-z / multi_label_classification