EmbeddedKittens: An Evaluation of Code Embeddings for Scratch

The trend of embedding source code for machine learning applications also enables new opportunities in learning analytics in programming education, but which code embedding approach is most suitable for learning analytics remains an open question. A common approach to embedding source code lies in t...