yongzhuo/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, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2638
- days_rel: n/a
- days_push: 807
- n_releases_24m: 0
Adoption not part of the score
1808 stars · 397 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Keras-based library for Chinese text classification supporting long/short text, multi-label classification, and sentence pair similarity. It implements many models (FastText, TextCNN, TextRNN, RCNN, DPCNN, BERT, XLNet, ALBERT, HAN, CapsuleNet, Transformer, etc.) with pluggable embedding layers (word2vec, BERT, random).
Use cases
- classify chinese text into categories
- train a multi-label text classifier
- compute similarity between two sentences
- compare textcnn vs bert for text classification
- fine-tune bert for chinese text classification
- build a fasttext classifier in keras
When to choose
- you need Chinese text classification with many model architectures to compare
- you want multi-label classification or sentence similarity in Keras
- you want to experiment with classic text classification models like TextCNN, DPCNN, HAN
When to avoid
- you need PyTorch or modern transformer tooling like HuggingFace
- you work with non-Chinese text primarily
- you need actively developed, production-grade NLP pipelines
Facets
library · maturity maintenance
machine-learning nlp deep-learning machine-learning deep-learning python text-classification keras chinese-nlp bert textcnn multi-label-classification sentence-similarity embeddings natural-language-processing
3 sources
- readme: https://github.com/yongzhuo/Keras-TextClassification · fetched 2026-08-28 · 6f4caf8fbb28
- homepage: https://blog.csdn.net/rensihui · fetched 2026-08-29 · 4c771860b30f
- registry_pypi: https://pypi.org/pypi/keras-textclassification/json · fetched 2026-08-29 · fc3427a8b2f9
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| yongzhuo/Keras-TextClassification | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="yongzhuo/Keras-TextClassification")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem