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tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

text-matching icon text-matching

Tensorflow-implemented text pair classification models including BIMPM, MPCNN, SiameseLSTM, SiameseCNN, MatchPyramid, ESIM, DecAtt, etc.

text_classifier icon text_classifier

该项目是使用TextCNN/TextRNN/TextRCNN的文本分类任务,嵌入层可接入Word2Vec,Bert,也可以直接使用词粒度的随机embedding,带有Attention模块,项目基于Tensorflow2.3开发。数据的获取见app_comments_spider爬虫项目。

textclassification-keras icon textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

textsim_cn_finetune icon textsim_cn_finetune

微调预训练语言模型(BERT、Roberta、XLBert等),用于计算两个文本之间的相似度(通过句子对分类任务转换),适用于中文文本

tf2-seq2seq icon tf2-seq2seq

Scripts to train a seq2seq model using tensorflow 2

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