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基于SVM的中文文本分类; python

Python 13 6 Updated May 24, 2019

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers,以及以transforemrs作为词嵌入模型,后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

Python 518 73 Updated Dec 8, 2022

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

Python 193 43 Updated Mar 25, 2019

Implement of TransE, TransH, KG2E with pytorch

Python 232 51 Updated Jun 23, 2019

An Open-Source Package for Knowledge Embedding (KE)

Python 4,036 986 Updated Jan 10, 2024

implement DPCNN for text classification

Python 19 8 Updated Nov 5, 2018

中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

Python 5,734 1,268 Updated Sep 23, 2020

Code and data for paper "Embedding Uncertain Knowledge Graphs"

Python 53 17 Updated Jul 7, 2021

记录本人整理的一些数据集

1,091 134 Updated Jun 16, 2022

reimplement TransE Mode

Python 145 30 Updated Mar 1, 2021

transE算法 简单python实现 FB15k

Python 199 53 Updated Nov 26, 2023

A TensorFlow implementation of TransE model

Python 200 63 Updated Jan 16, 2018

使用TensorFlow实现对知识图谱的表征学习,包括transe\transd\transh\transr

Python 106 32 Updated Jul 1, 2020

Personal reproduction codes for the NIPS 2013 paper "Translating embeddings for modeling multi-relational data"

Python 124 12 Updated Aug 17, 2025

CNN-RNN中文文本分类,基于TensorFlow

Python 4,300 1,462 Updated Mar 31, 2024

tensorflow TxetCnn TextRNN 使用Textcnn、Textrnn对文本进行分类

Python 57 17 Updated Jan 30, 2019

基于Keras的中文文本分类系统,支援多种模型架构和训练策略,实验数据为中文新闻分类文本cnews数据集。

Python 50 17 Updated Jun 6, 2025

中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer,Bert,ERNIE),开箱即用!

Python 401 61 Updated Jul 16, 2023

AI100文本分类竞赛代码。从传统机器学习到深度学习方法的测试

Python 253 122 Updated May 21, 2017

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

Python 153 31 Updated Apr 22, 2021

文本分类, 双向lstm + attention 算法

Python 90 8 Updated Jun 11, 2020

多模型中文cnews新闻文本分类

Python 59 16 Updated Mar 25, 2020

Lstm+Cnn 预训练词向量 文本分类

Python 104 28 Updated Jan 28, 2019

基于pytorch+bert的中文文本分类

Python 92 20 Updated Apr 2, 2023

Tensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。

Python 177 40 Updated Nov 28, 2024

新闻上的文本分类:机器学习大乱斗

Python 177 58 Updated Apr 28, 2019

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Python 153 39 Updated Aug 11, 2020

使用pytorch搭建textCNN实现中文文本分类

Python 132 37 Updated Mar 18, 2019

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)

Python 459 195 Updated Sep 28, 2017

CNN, LSTM, NBOW, fasttext 中文文本分类

Python 121 30 Updated Sep 12, 2019
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