• Provide automatic download of some datasets and Pre-trained models, provide built-in Loader and Pipe of various datasets

  • simplify the data preprocessing process by using a unified Tabular data loader

  • Provide various NLP tools, such as Embedding loading and intermediate data cache

  • Provide various components and reproduction models of Neural Network. Including Chinese Word Segment, Named Entity Recognition, Syntactic Analysis, Text Classification, Text Matching, Co-reference Resolution, Text Summarization, etc.

  • Provide various build-in callback functions.