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01. Source Code Tools

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VitalyRomanov edited this page Feb 5, 2022 · 1 revision

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

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