Projects in Awesome Lists tagged with ml4code
A curated list of projects in awesome lists tagged with ml4code .
https://github.com/saltudelft/ml4se
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
ai4code ai4se code datasets deep-learning llm4code machine-learning ml4code ml4se papers research software-engineering theses tools tudelft
Last synced: 04 Apr 2025
https://github.com/ml4code/ml4code.github.io
Website for "A Survey of Machine Learning for Big Code and Naturalness"
deep-learning machine-learning ml4code naturalness survey
Last synced: 09 Jul 2025
https://github.com/mast-group/convolutional-attention
Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
convolutional-attention-network machine-learning ml4code
Last synced: 23 Mar 2025
https://github.com/jetbrains-research/code2seq
PyTorch's implementation of the code2seq model.
code2seq ml4code ml4se pytorch pytorch-lightning
Last synced: 07 Oct 2025
https://github.com/jetbrains-research/psiminer
A Tool for Mining Rich Abstract Syntax Trees from Code
data-mining mining ml4code ml4se
Last synced: 09 Jul 2025
https://github.com/mast-group/tassal
Tree-based Autofolding Software Summarization Algorithm
machine-learning ml4code topic-modeling
Last synced: 15 Nov 2025
https://github.com/jetbrains-research/embeddings-for-trees
Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.
dgl embedding-trees ml4code ml4se pytorch pytorch-lightning tree-lstm
Last synced: 28 Jul 2025
https://github.com/naturalness/sensibility
Fixes Java syntax errors with LSTM neural networks! [proof-of-concept]
hacktoberfest java keras lstm ml4code neural-network syntax syntax-checker syntax-error
Last synced: 05 May 2025
https://github.com/engineeringsoftware/time-segmented-evaluation
Code and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.
code-summarization comment-generation dataset deep-learning evaluation machine-learning method-naming ml4code time-segmented-evaluation
Last synced: 12 May 2025
