ml4se
Here are 14 public repositories matching this topic...
Implementing idea from the "Extracting Training Data from Large Language Models" paper on starcoderbase-3b model
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Dec 31, 2023 - Jupyter Notebook
VSCode Extension of Type4Py
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Mar 31, 2022 - TypeScript
Pre-training and fine-tuning GNN model on source code
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Apr 5, 2022 - Python
Machine Learning for Source Code Analysis
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Nov 20, 2023 - Python
CD4Py: Code De-Duplication for Python
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Dec 13, 2020 - Python
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.
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Sep 5, 2022 - Python
TeCo: an ML+Execution model for test completion
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Jun 16, 2024 - Python
Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.
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Dec 22, 2021 - Python
[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
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Nov 15, 2021 - Python
A Tool for Mining Rich Abstract Syntax Trees from Code
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Jul 26, 2023 - Kotlin
Type4Py: Deep Similarity Learning-Based Type Inference for Python
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Sep 6, 2023 - Python
PyTorch's implementation of the code2seq model.
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May 3, 2024 - Python
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
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May 27, 2024
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