Shypd.aiThe largest open index of AI toolsChinese-Text-Classification-Pytorch is an open-source toolkit for Chinese text classification using PyTorch. It provides ready-to-use implementations of various models like TextCNN, TextRNN, FastText, and Transformer, supporting character-level input and pre-trained word vectors.
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Chinese-Text-Classification-Pytorch is an open-source toolkit designed for Chinese text classification tasks, built on the PyTorch framework. It offers out-of-the-box implementations of several popular text classification models, including TextCNN, TextRNN, FastText, TextRCNN, BiLSTM_Attention, DPCNN, and Transformer. The toolkit is user-friendly and ready for immediate deployment, supporting both character-level input and the integration of pre-trained word vectors, specifically using Sougou News Word+Character 300d. It also includes a pre-processed Chinese dataset (THUCNews) for training and evaluation, making it a comprehensive resource for researchers and developers working on Chinese NLP.
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