Shypd.aiThe largest open index of AI toolstext-classification-models-tf is an open-source tool providing TensorFlow implementations of various text classification models. It includes models like Word-level CNN, Character-level CNN, and Attention-Based Bidirectional RNN.
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text-classification-models-tf offers TensorFlow implementations for a range of text classification models, catering to developers and researchers working with natural language processing. The repository includes popular architectures such as Word-level CNN, Character-level CNN, and Very Deep CNN, alongside Word-level Bidirectional RNN, Attention-Based Bidirectional RNN, and RCNN. It also provides a link to semi-supervised text classification models using transfer learning. The tool is designed for Python3 and TensorFlow environments, with clear instructions for installation and usage, including training and testing classification models on datasets like DBPedia. Sample test results are provided for various models, showcasing their accuracy.
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