01. Source Code Tools - VitalyRomanov/method-embedding GitHub Wiki

Library for analyzing source code with graphs and NLP. What this repository can do:

1. Fetch source codes for packages in pip
2. Create indexes of python packages using Sourcetrail
3. Convert Sourcetrail indexes into a connected graph
4. Build graphs for source codes from AST
5. Train Graph Neural Network for learning representations for source code
6. Predict Python types using NLP and graph embeddings