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Top 25 multi-label-classification open source projects

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

✭ 6,114

deep-learning machine-learning awesome awesome-list dataset classification image-classification forecasting multi-label-classification series-forecasting

ZS SDL

Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper

✭ 22

python multi-label-classification zero-shot-learning image-text-search

C-Tran

General Multi-label Image Classification with Transformers

✭ 106

python computer-vision transformers multi-label-classification

multi-label-classification

machine-learning tensorflow multi-label-classification

✭ 27

python machine-learning tensorflow multi-label-classification

Caver

Caver: a toolkit for multilabel text classification.

✭ 38

python nlp deep-learning text-classification cnn pytorch multi-label-classification attention-model

extremeText

Library for fast text representation and extreme classification.

✭ 141

HTML C++javascript python shell CSS machine-learning text-classification fasttext multi-label-classification extreme-classification extreme-multi-label-cassification extremetext

napkinXC

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

✭ 38

C++python shell c CMake machine-learning classification hsm datasets multi-label-classification plt multi-class-classification extreme-classification probabilistic-label-trees xmlc label-tree-classifiers

kaggle-human-protein-atlas-image-classification

Kaggle 2018 @ Human Protein Atlas Image Classification

✭ 34

python deep-learning cnn pytorch kaggle classification convolutional-neural-networks multi-label-classification human-protein

GoEmotions-pytorch

Pytorch Implementation of GoEmotions 😍😢😱

✭ 95

python pipeline transformers pytorch multi-label-classification bert emotion-classification goemotions

Aspect-Based-Sentiment-Analysis

A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.

✭ 57

Jupyter Notebook review sentiment-analysis sklearn classification multi-label-classification aspects stanford-pos-tagger semeval-sentiment aspect-category

omikuji

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

✭ 69

rust python machine-learning supervised-learning classification multi-label-classification extreme-classification extreme-multi-label-classification

awesome-image-tagging

A paper list of awesome Image Tagging

✭ 61

deep-learning image-annotation multi-label-classification image-tagging multi-label-image-classification

classifier multi label

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

✭ 127

python text-classification tensorflow multi-label-classification albert bert multi-label text-classifier classifier-multi-label

single-positive-multi-label

Multi-Label Learning from Single Positive Labels - CVPR 2021

✭ 63

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

CheXpert challenge 2019

Code for CheXpert Challenge 2019 [Top 2(07/24/2019)]

✭ 14

python machine-learning computer-vision deep-learning multi-label-classification

multi-label-classification

基于tf.keras的多标签多分类模型

✭ 72

python Jupyter Notebook tensorflow multi-label-classification mixnet resnext ghm resnet-18 focal-loss resnet-v2 tensorflow-keras radam

Explainable-Automated-Medical-Coding

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

✭ 35

python Jupyter Notebook demo jupyter-notebook multi-label-classification hierarchical-attention-networks biobert medical-coding labelwise-attention label-embeddings cnn-att-models simpletransformers attention-visualisation discharge-summaries

MLIC-KD-WSD

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018)

✭ 58

C++python Cuda Jupyter Notebook CMake matlab computer-vision deep-learning multi-label-classification knowledge-distillation weakly-supervised-detection

ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

✭ 565

python shell mixer multi-label-classification downstream pretraining vision-transformer imagenet21k semantic-softmax single-label

DECAF

DECAF: Deep Extreme Classification with Label Features

✭ 46

python shell perl machine-learning deep-learning classification multi-label-classification decaf meta-data extreme-classification label-text label-features

Generative MLZSL

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

✭ 37

python shell pytorch generative-adversarial-network multi-label-classification vaegan self-attention pytorch-implementation zero-shot-detection gzsl zsl clswgan zero-shot-classification multi-label-zsl

multi-label-text-classification

Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)

✭ 44

Jupyter Notebook python shell tensorflow convnet multi-label-classification graph-embedding

MCAR

Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition

✭ 32

python shell multi-label-classification pascal-voc ms-coco

GalaXC

GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification

✭ 28

python shell machine-learning deep-learning multi-label-classification extreme-classification graph-neural-networks galaxc

mybabe

MyBB CAPTCHA Solver using Convolutional Neural Network in Keras

✭ 18

python PHP Batchfile deep-learning image-classification convolutional-neural-networks multi-label-classification captcha-solving

1-25 of 25 multi-label-classification projects