Shypd.aiThe largest open index of AI toolscnn-text-classification-tf is an Open Source & Models tool that provides a Convolutional Neural Network implementation for text classification in TensorFlow. It offers a simplified implementation based on Kim's research for training and evaluating models.
Trending
Also listed in
About
cnn-text-classification-tf is an open-source project offering a simplified implementation of a Convolutional Neural Network (CNN) for text classification using TensorFlow. This tool is based on the principles outlined in Kim's "Convolutional Neural Networks for Sentence Classification" paper. It provides the necessary code and scripts for users to train and evaluate their own text classification models, making it accessible for those looking to implement CNNs in their natural language processing tasks. The repository includes Python scripts for data helpers, model evaluation, the CNN architecture itself, and training, along with configurable parameters for embedding dimensions, filter sizes, dropout, and more.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
