cnn-text-classification 开源项目推荐（98 个）

bentrevett /pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

fendouai /Chinese-Text-Classification

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://www.tensorflownews.com/

luopeixiang /textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

roomylee /cnn-relation-extraction

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

srviest /char-cnn-text-classification-pytorch

Character-level Convolutional Neural Networks for text classification in PyTorch

zqhZY /semanaly

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

digfound /ML-Experiments

整理记录本人担任课程助教设计的四个机器学习实验，主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机、CNN做文本分类。内附实验指导书、讲解PPT、参考代码，欢迎各位码友讨论交流。

cezannec /CNN_Text_Classification

A PyTorch CNN for classifying the sentiment of movie reviews, based on the paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim (2014).

aniass /Product-Categorization-NLP

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

siddsax /XML-CNN

Pytorch implementation of the paper Deep learning for extreme multi-label text classification

jfilter /text-classification-keras

📚 Text classification library with Keras

sir-timio /HTR

Handwritten text recognition

yanqiangmiffy /Text-Classification-Application

🎒 基于CNN实现的文本分类应用

shashwath94 /Relation-Extraction-using-CNN

A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs Multi-Way Classification of Semantic Relations Between Pairs of Nominals in the SemEval 2010 task 8 dataset.

lepoeme20 /pyTorch-text-classification

pyTorch-text-classification

wut0n9 /cnn_chinese_text_classification

运用cnn + highway network网络结构中文文本分类

imrahulr /Toxic-Comment-Classification-Kaggle

Deep Learning for Toxic Comment Classification

arunarn2 /GeoLocationTagging

Text-based Geolocation Prediction of Social Media Users with Neural Networks

Abhishekmamidi123 /NLP

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Shuailong /SentenceClassifier

PyTorch Sentence Classifier (CNN RNN)