Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / 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
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2FKeras-TextClassification
Stars: 1,705
Forks: 404
Open Issues: 3
License: mit
Language: Python
Repo Size: 599 KB
Dependencies:
12
Created: almost 5 years ago
Updated: about 1 month ago
Last pushed: 30 days ago
Last synced: 30 days ago
Commit Stats
Commits: 134
Authors: 3
Mean commits per author: 44.67
Development Distribution Score: 0.388
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/yongzhuo/Keras-TextClassification
Topics: albert, bert, capsule, charcnn, crnn, dcnn, dpcnn, embeddings, fasttext, han, keras, keras-textclassification, leam, nlp, rcnn, text-classification, textcnn, transformer, vdcnn, xlnet
Files
Dependencies
- gensim ==3.7.1
- jieba ==0.39
- keras ==2.2.4
- keras-adaptive-softmax ==0.6.0
- keras-bert ==0.41.0
- keras-xlnet ==0.16.0
- numpy ==1.16.2
- pandas ==0.23.4
- passlib ==1.7.1
- scikit-learn ==0.19.1
- tflearn ==0.3.2
- tqdm ==4.31.1