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52 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Neuralnlp Neuralclassifier ⭐ 1,650

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

Keras Textclassification ⭐ 1,641

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Textclassification Keras ⭐ 649

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

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Toxic Comment Classification Challenge

Jfasttext ⭐ 215

Java interface for fastText

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Whatthelang ⭐ 111

Lightning Fast Language Prediction 🚀

Text Classification Demos ⭐ 106

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

Fastrtext ⭐ 97

R wrapper for fastText

Tgcontest ⭐ 87

Telegram Data Clustering contest solution by Mindful Squirrel

Textclassification ⭐ 52

deep learning in text classification(keras)

Fasttext ⭐ 52

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

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Text classification with Sparse Composite Document Vectors.

Fasttext ⭐ 37

R package for 'Efficient Learning of Word Representations and Sentence Classification'

Fasttext Quick Start Guide ⭐ 37

fastText Quick Start Guide, published by Packt

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

A deep text classifiers library.

Text Classification ⭐ 31

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

Fasttext Pvdm ⭐ 28

Node Fasttext ⭐ 28

Nodejs binding for fasttext representation and classification.

Ticket Tagger ⭐ 26

Machine learning driven issue classification bot.

Valohai Fasttext Example ⭐ 23

Production Machine Learning Pipeline for Text Classification with fastText

Coolnltk ⭐ 23

Text Classification ToolKit

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Classification Benchmarks ⭐ 18

Thai text classification benchmarks

Awesome Imgcook ⭐ 16

Awesome list for imgcook related projects.

Text Classification ⭐ 14

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

Kobert Nsmc ⭐ 13

Naver movie review sentiment classification with KoBERT

Shorttext Fasttext ⭐ 12

ShortText classification

Text Classification Mutli Label ⭐ 12

多标签文本分类

Textclassification ⭐ 11

A brief overview of how to use fastText to train powerful text classifiers in a python notebook.

Text_classification ⭐ 11

keras implementation of text classification algorithms

Faster Fasttext ⭐ 11

Same fastText, but up to 2x faster training and inference.

Deeplearningfortextclassification ⭐ 10

deep learning model for text classification

Fasttext Lid ⭐ 9

Language Identification with Facebook FastText for Node.js

A Simple Chat Bot With Fasttext ⭐ 8

A simple chatbot sample on chatbase

Toxic Comment Classification ⭐ 8

Toxic Comment Classification Challenge

Tg Chat Classification ⭐ 7

Naive-Bayes based classification of Telegram chat messages.

A PDF classifier ensemble with REST API service. Achieves up to 98% accuracy.

Library for fast text representation and classification

Supervised Clinical Document Classification Pipeline

Psychiclearners ⭐ 5

2nd place solution for NDSC 2019

Text Classification ⭐ 5

Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

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