ml4se
There are 0 repository under ml4se topic.
saltudelft / ml4se
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
JetBrains-Research / code2seq
PyTorch's implementation of the code2seq model.
Language:Python 61Type4Py: Deep Similarity Learning-Based Type Inference for Python
Language:Python 60A Tool for Mining Rich Abstract Syntax Trees from Code
Language:Kotlin 56ALFA-group / adversarial-code-generation
[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly
Language:Python 24EngineeringSoftware / teco
TeCo: an ML+Execution model for test completion
Language:Python 24Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.
Language:Python 22CD4Py: Code De-Duplication for Python
Language:Python 21tushartushar / ML4SCA
Machine Learning for Source Code Analysis
Language:Python 15VSCode Extension of Type4Py
Language:TypeScript 7SpirinEgor / gnn_pretraining
Pre-training and fine-tuning GNN model on source code
Language:Python 5Alex-Mathai-98 / Monolith-to-Microservices
This paper explores the idea of using heterogeneous graph neural networks (Het-GNN) to partition old legacy monoliths into candidate microservices. We additionally take membership constraints that come from a subject matter expert who has deep domain knowledge of the application.
Language:Python 4mir-am / ml4cgp_study
On the Effectiveness of Machine Learning-based Call Graph Pruning: An Empirical Study
Language:Python 1mathymess / starcoder-train-data-extraction-attack
Implementing idea from the "Extracting Training Data from Large Language Models" paper on starcoderbase-3b model
Language:Jupyter Notebook 0