Albert Python Packages

curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

transformers-keras

Transformer-based models implemented in tensorflow 2.x(using keras).

supermarktconnector

Collecting product information from Dutch supermarkets: Albert Heijn and Jumbo using the Mobile API

keras-bert-ner

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

fennlp

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

embedding-as-service-client

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

ernie

An Accessible Python Library for State-of-the-art Natural Language Processing. Built with HuggingFace's Transformers.

pyclue

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

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

clustertransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

monpa

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

macropodus

Macropodus: Tookit of Chinese Natural Language Processing