Sally

A Tool for Embedding Strings in Vector Spaces

Examples

This web pages presents some examples for using Sally. While Sally and its documentation is still in development, this is a good place to learn about Sally's features and capabilities.

Text Categorization

  • example Example 1 introduces the task of text categorization and shows how Sally can be used to map documents to a vector space. The categorization is then learned on the embedded documents using an SVM.

Gene Start Recognition

  • example Example 2 presents an application of Sally for analysis of DNA sequences. Sally is used to map the DNA sequences to a vector space, where one can effectively discover the start of genes.

Language Analysis

  • example Example 3 deals with the analysis of natural languages. We are interested in comparing different languages and learn about their relations. Sally is used to map and compare text documents in a vector space.