21 skills found
saltudelft / Ml4seA curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
ml4code / Ml4code.github.ioWebsite for "A Survey of Machine Learning for Big Code and Naturalness"
danielzuegner / Code TransformerImplementation of the paper "Language-agnostic representation learning of source code from structure and context".
mast-group / Convolutional AttentionRepository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
CUHK-ARISE / Ml4code DatasetA collection of datasets for machine learning for big code
JetBrains-Research / PsiminerA Tool for Mining Rich Abstract Syntax Trees from Code
JetBrains-Research / Code2seqPyTorch's implementation of the code2seq model.
mast-group / Api MiningProbabilistic API Mining
SunLab-GMU / GraphSPDThe official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IEEE Symposium on Security and Privacy (S&P), San Francisco, CA, May 22-26, 2023.
mast-group / TassalTree-based Autofolding Software Summarization Algorithm
bentrevett / Code2vecA PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
ALFA-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
tud-ccc / Compy LearnComPy-Learn is a framework for exploring program representations for ML4CODE tasks.
JetBrains-Research / Embeddings For TreesSet of PyTorch modules for developing and evaluating different algorithms for embedding trees.
giganticode / JemmaJEMMA: An Extensible Java dataset for Many ML4Code Applications
naturalness / SensibilityFixes Java syntax errors with LSTM neural networks! [proof-of-concept]
bentrevett / Extreme Summarization Of Source CodeImplementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText
EngineeringSoftware / Time Segmented EvaluationCode and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.
oracle-samples / Ml4codeAI 4 Code Knowledge Base
saltudelft / Type4py Vscode ExtVSCode Extension of Type4Py
