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transformers

huggingface / transformers

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codertimo / BERT-pytorch

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open-mmlab / mmocr

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New language model support

jeffreykuang
jeffreykuang commented Apr 9, 2021

Till now, we have released the English model which is trained on
academic datasets. We are planning to support recognition models of more languages.

If you want to support a new language, please provide us with two files:

  1. A char_list.txt file, which lists all the characters that used in the new language.
  2. A dict_list.txt file, which lists the words in the new language as more as po
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awslabs / sockeye

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Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

machine-learning deep-neural-networks translation deep-learning mxnet machine-translation transformer seq2seq neural-machine-translation sequence-to-sequence gluon attention-mechanism encoder-decoder attention-model sequence-to-sequence-models attention-alignment-visualization attention-is-all-you-need sockeye transformer-architecture transformer-network
  • Updated Apr 7, 2021
  • Python

yongzhuo / Keras-TextClassification

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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

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam
  • Updated Dec 19, 2020
  • Python

curiousily / Getting-Things-Done-with-Pytorch

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Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

nlp machine-learning tutorial computer-vision deep-learning time-series sentiment-analysis pytorch transformer lstm yolo face-recognition face-detection object-detection transfer-learning bert anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection
  • Updated Apr 26, 2021
  • Jupyter Notebook

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