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awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)
https://github.com/src-d/awesome-machine-learning-on-source-code

Last synced: 15 days ago
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Software

  • Extreme Source Code Summarization - Convolutional attention neural network that learns to summarize source code into a short method name-like summary by just looking at the source code tokens.
  • Probabilistic API Miner - Near parameter-free probabilistic algorithm for mining the most interesting API patterns from a list of API call sequences.
  • TASSAL - Tool for the automatic summarization of source code using autofolding. Autofolding automatically creates a summary of a source code file by folding non-essential code and comment blocks.
  • Sensibility - Uses LSTMs to detect and correct syntax errors in Java source code.