Shypd.aiThe largest open index of AI toolsAwesome-machine-learning-on-source-code is an Open Source tool that curates research papers, datasets, and software projects related to Machine Learning applied to source code (MLonCode). It serves as a comprehensive resource for the field.
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Awesome Machine Learning On Source Code (MLonCode) is a curated list of research papers, datasets, and software projects focused on the application of machine learning to source code. This repository provides a valuable resource for researchers and practitioners interested in topics such as program synthesis, source code analysis, neural network architectures, and embeddings in software engineering. While the repository is no longer actively maintained, it offers an extensive collection of historical and foundational works in the MLonCode domain, including digests, conference proceedings, competitions, and talks. It covers various sub-fields like program translation, code suggestion, bug detection, and code optimization.
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