---
title: "Keras-TextClassification"
type: "tool"
slug: "yongzhuo-keras-textclassification"
canonical_url: "https://www.graphcanon.com/tools/yongzhuo-keras-textclassification"
github_url: "https://github.com/yongzhuo/Keras-TextClassification"
homepage_url: "https://blog.csdn.net/rensihui"
stars: 1811
forks: 398
primary_language: "Python"
license: "MIT"
archived: false
categories: ["model-training", "vector-databases"]
tags: ["albert", "bert", "capsule", "charcnn", "crnn", "dcnn", "dpcnn", "embeddings"]
updated_at: "2026-07-11T11:30:15.818099+00:00"
---

# Keras-TextClassification

> 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，FastText，TextCNN，CharCNN，TextRNN, RC

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，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

## Facts

- Repository: https://github.com/yongzhuo/Keras-TextClassification
- Homepage: https://blog.csdn.net/rensihui
- Stars: 1,811 · Forks: 398 · Open issues: 4 · Watchers: 32
- Primary language: Python
- License: MIT
- Last pushed: 2024-06-17T22:45:14+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Dormant (computed 2026-07-11T11:30:14.190Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:30:14.817Z
- Full report: [trust report](/tools/yongzhuo-keras-textclassification/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/yongzhuo-keras-textclassification/trust)

## Categories

- [Model Training](/categories/model-training.md)
- [Vector Databases](/categories/vector-databases.md)

## Tags

albert, bert, capsule, charcnn, crnn, dcnn, dpcnn, embeddings

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) - Implement a ChatGPT-like LLM in PyTorch from scratch, step by step (★ 98,899) [Steady]
- [DeepSeek-R1](/tools/deepseek-ai-deepseek-r1.md) - Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses. (★ 91,991) [Dormant]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/yongzhuo-keras-textclassification`](/api/graphcanon/tools/yongzhuo-keras-textclassification)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_