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133 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Delta ⭐ 1,584

DELTA is a deep learning based natural language and speech processing platform.

Chatbot_cn ⭐ 850

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Classifier Multi Label ⭐ 548

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

Cluepretrainedmodels ⭐ 536

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Tfclassifier ⭐ 451

Tensorflow based training and classification scripts for text, images, etc

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Graph Transformer ⭐ 408

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

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Zhihu Text Classification ⭐ 375

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

Gather Deployment ⭐ 347

Gathers Python deployment, infrastructure and practices.

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

Chinese Text Classification ⭐ 276

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://w

HDLTex: Hierarchical Deep Learning for Text Classification

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Hierarchical Multi Label Text Classification ⭐ 239

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Text Pairs Relation Classification ⭐ 182

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Bert Pytorch Chinese Textclassification ⭐ 181

Pytorch Bert Finetune in Chinese Text Classification

Implementation of Very Deep Convolutional Neural Network for Text Classification

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Rnn_text_classify ⭐ 160

Text classification using LSTM

Textclassification ⭐ 153

several methods for text classification

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Sample Apps ⭐ 132

Sample apps for YouTube channel. Machine Learning, Web Development, Python.

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Densenet Nlp ⭐ 80

Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing

Tf Transformers ⭐ 76

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

Transfer Learning Text Tf ⭐ 74

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

Text Classification ⭐ 64

deep learning models for text classification written in TensorFlow(Python).

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Transformers Keras ⭐ 61

Transformer-based models implemented in tensorflow 2.x(using keras).

Character Level Cnn ⭐ 55

Keras implementation of Character-level CNN for Text Classification

Very Deep Convolutional Networks For Natural Language Processing In Tensorflow ⭐ 54

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

中国法研杯-司法人工智能挑战赛

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Deep Learning ⭐ 48

Deep Learning Bootcamp

Hierarchical Attention Networks ⭐ 47

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

Bert Toxicity Classification ⭐ 44

bert on Jigsaw Unintended Bias in Toxicity Classification

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

Char Cnn Text Classification Tensorflow ⭐ 37

the implement of text understanding from scratch

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

A deep text classifiers library.

Text Classification Lstms Pytorch ⭐ 31

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Tensorflow Lite Examples Android ⭐ 31

Examples of Tensorflow Lite on Android

Chinese Text Classification With Cnn Tf ⭐ 30

中文文本分类(目前是二分类)

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Character Level Cnn Tensorflow ⭐ 25

Character-level CNN for text classification

OpenTC is a text classification engine using several algorithms in machine learning

Medical Diagnosis Cnn Rnn Rcnn ⭐ 25

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Textcategorization ⭐ 23

⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

Transfer Learning For Text Classification ⭐ 23

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

🎈 2020年中国高校计算机大赛(C4)－网络技术挑战赛EP2决赛赛项：基于CNN+LSTM时空神经网络

TextCNN by TensorFlow 2.0.0 ( tf.keras mainly ).

Deeplearning Course ⭐ 18

My exercises in the deep learning course

Very Deep Cnn Tensorflow ⭐ 16

Very deep CNN for text classification

Tensorflow Textgcn ⭐ 16

Efficient implementation of "Graph Convolutional Networks for Text Classification"

Fasttext ⭐ 15

fasttext with hierarchical softmax, implemented by tensorflow

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Kaggle_redefining_cancer_treatment ⭐ 14

Personalized Medicine: Redefining Cancer Treatment with deep learning

Elmo_experiments ⭐ 14

Experiments of ELMo that deep contextualized word representation in Keras with Tensorflow Hub.

Keras Aquarium ⭐ 14

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

Customer Feedback Analysis ⭐ 13

Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.

TensorFlow implementation of deep learning algorithm for NLP

Dpq_embedding_compression ⭐ 13

Differentiable Product Quantization for End-to-End Embedding Compression.

Text2class ⭐ 13

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Textsentimentclassification ⭐ 11

TextSentimentClassification, using tensorflow.

Text Classification ⭐ 11

Text Classification engine using several algorithms in machine learning

Tensorflow Text Classification ⭐ 10

Text Classification with the High-Level TensorFlow API

A TensorFlow Framework for Multi-Task Learning and Text Classification

Text_classification_tutorial ⭐ 10

Enterprise Solution for Text Classification (using BERT)

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