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183 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Awsome Deep Learning For Video Analysis ⭐ 507

Papers, code and datasets about deep learning and multi-modal learning for video analysis

Featurelearningrotnet ⭐ 496

Pytorch Mobilenet V3 ⭐ 481

MobileNetV3 in pytorch and ImageNet pretrained models

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Shufflenet ⭐ 368

ShuffleNet Implementation in TensorFlow

Jittor implementation of PCT:Point Cloud Transformer

Aspect Based Sentiment Analysis ⭐ 288

A paper list for aspect based sentiment analysis.

Papernote ⭐ 269

paper note, including personal comments, introduction, code etc

Absapapers ⭐ 268

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Nlp_bahasa_resources ⭐ 260

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

Iter Reason ⭐ 258

Code for Iterative Reasoning Paper (CVPR 2018)

Pytorch Classification Uncertainty ⭐ 235

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

Bigdata18 ⭐ 230

Transfer learning for time series classification

Input Convex Neural Networks

Awesome Cell Detection Segmentation ⭐ 169

nucleus/cell and histopathology image classification,detection,segmentation

Ml_equations_latex ⭐ 168

Classical ML equations in Latex, helps paper and blog writing

This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".

Deep Kernel Transfer ⭐ 142

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

Cnn Sentence Classifier ⭐ 135

Implementation of "Convolutional Neural Networks for Sentence Classification" paper

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Next Utterance Classification

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Deep Svdd ⭐ 116

Repository for the Deep One-Class Classification ICML 2018 paper

Okd Reading List ⭐ 113

Papers for Open Knowledge Discovery

Lsoftmax Pytorch ⭐ 110

The Pytorch Implementation of L-Softmax

Graph_adversarial_attack ⭐ 110

Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

Mobilenet ⭐ 110

A Clearer and Simpler MobileNet Implementation in TensorFlow

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Wavecnet ⭐ 103

the code for WaveCNet

Set_transformer ⭐ 101

Pytorch implementation of set transformer

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

Carrier Of Tricks For Classification Pytorch ⭐ 93

carrier of tricks for image classification tutorials using pytorch.

Deep Learning Paper Datasets Notes ⭐ 82

Paper-Datasets-Notes

Few Shot Text Classification ⭐ 78

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Crop/Weed Field Image Dataset

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)

Keras Deepcv ⭐ 65

This repository will contain model definitions, training scripts, and other for Keras implementations for classification, detection, and segmentation (computer vision)

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Urban Environments ⭐ 63

Code for constructing the urban environments dataset and for land use classification via convolutional neural networks

Lstm Attention ⭐ 63

Covid19 Literature Clustering ⭐ 63

An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.

Graph_2d_cnn ⭐ 59

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'

Information Bottlenecks for Attribution

A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"

Multiple Instance Learning ⭐ 56

Pytorch implementation of three Multiple Instance Learning or Multi-classification papers

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Fasttext ⭐ 52

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

Machine Learning For Security ⭐ 52

machine learning for security

Seizure Type Classification Tuh ⭐ 51

seizure type classification using TUH dataset

[NeurIPS 2018] Code for the paper "Binary Classification from Positive-Confidence Data"

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Wildfish ⭐ 45

WildFish: A Large Benchmark for Fish Recognition in the Wild

Detect model's attention

Text_claasification ⭐ 43

Must Read Sentimentanalysis ⭐ 43

List of Resources for Sentiment Analysis Researcher Starter

Bmvc_2019 ⭐ 41

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

Spherenet Pytorch ⭐ 41

Casa Dialogue Act Classifier ⭐ 40

PyTorch implementation of the paper "Dialogue Act Classification with Context-Aware Self-Attention" for dialogue act classification with a generic dataset class and PyTorch-Lightning trainer

Collections of self-supervised methods, based on cvpods.

Kasm Pytorch ⭐ 39

Reproducing the paper "Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods"

This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"

Web Page Classification ⭐ 39

Classifies webpages into categories defined in DMOZ dataset

High Dimensional Deep Learning ⭐ 39

Science des données Saison 4 : Apprentissage en grande dimension, Données fonctionnelles, Détection d'anomalies, Introduction au Deep Learning

Machine Learning Papers ⭐ 37

Machine Learning Classic Papers（机器学习经典论文）

Probabilistic Lexicon Classification ⭐ 34

Geometric Back-projection Network for Point Cloud Classification (IEEE Transactions on Multimedia, TMM 2021)

Code for the paper: "edGNN: A simple and powerful GNN for labeled graphs"

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Plantdoc Dataset ⭐ 31

Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020

Awesome Domain Adaptation ⭐ 30

😎 A curated list of domain adaptation papers, datasets and other resources.

German Sentiment Lib ⭐ 30

An easy to use python package for deep learning-based german sentiment classification.

Code for "Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification"

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

Paper 2017 Dcase ⭐ 27

The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data

Awesome Longtailed Recognition ⭐ 27

Awesome Few Shot ⭐ 27

Awesome Few-shot learning

Source code for paper Classification with Costly Features using Deep Reinforcement Learning.

Undoing Bias ⭐ 26

Undoing the Damage of Dataset Bias

Att Blstm Relation Extraction ⭐ 26

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

Hyperspherical Prototype Networks

Logic Rules Sentiment ⭐ 25

Code and dataset for our EMNLP 2018 paper "Revisiting the Importance of Logic Rules in Sentiment Classification".

Logisticcircuit ⭐ 25

Logistic Circuits

Soft Tree ⭐ 24

Soft Decision Trees (code for ICPR 21 paper)

Grocery Product Classification ⭐ 24

Implementation of the paper "A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels"

Ebm Continual Learning ⭐ 24

Energy-Based Models for Continual Learning Official Repository (PyTorch)

Space2vec ⭐ 24

Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells, In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, ETHIOPIA .

Hier Class ⭐ 22

Hierarchical Neural Attention-based Classification

Pytorch reproduction of the paper "Gaussian Mixture Model Convolutional Networks" (CVPR 17)

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