Shypd.aiThe largest open index of AI toolstext-classification-cnn-rnn is an Open Source Coding & Development tool that provides CNN and RNN models for Chinese text classification. It offers pre-trained models and data preprocessing scripts for various text categories.
Trending
About
text-classification-cnn-rnn is an open-source project designed for Chinese text classification, leveraging both Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) built on TensorFlow. The project includes detailed implementations of both CNN and RNN models, along with scripts for data preprocessing, vocabulary building, and category mapping. It utilizes a subset of the THUCNews dataset, covering 10 categories such as sports, finance, and technology, with pre-defined training, validation, and test sets. Developers can train and evaluate models, with performance metrics like accuracy, precision, recall, and F1-score provided. The project is ideal for those looking to implement or understand text classification in Chinese using deep learning.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
