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

• UpdatedMar 27, 2024
• Jupyter Notebook

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/

• UpdatedNov 10, 2017
• Python

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。

• UpdatedJul 21, 2023
• Python

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

• UpdatedOct 26, 2018
• Python

Character-level Convolutional Neural Networks for text classification in PyTorch

• UpdatedOct 4, 2022
• Python

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

• UpdatedNov 19, 2017
• Python

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。

• UpdatedFeb 21, 2018
• Python

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

• UpdatedDec 5, 2019
• Jupyter Notebook

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

• UpdatedNov 26, 2025
• Jupyter Notebook

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

• UpdatedFeb 11, 2024
• Python

📚 Text classification library with Keras

• UpdatedJun 24, 2020
• Python

Handwritten text recognition

• UpdatedJun 6, 2022
• Jupyter Notebook

🎒 基于CNN实现的文本分类应用

• UpdatedNov 17, 2020
• Python

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.

• UpdatedJan 16, 2018
• Python

pyTorch-text-classification

• UpdatedDec 6, 2017
• Python

运用cnn + highway network网络结构中文文本分类

• UpdatedSep 25, 2017
• Python

Deep Learning for Toxic Comment Classification

• UpdatedJul 30, 2019
• Jupyter Notebook

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

• UpdatedSep 25, 2018
• Python

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.

• UpdatedMay 10, 2018
• Python

PyTorch Sentence Classifier (CNN RNN)

• UpdatedMay 17, 2018
• Python