aravi11 / funcGNNLinks
CFG based program similarity using Graph Neural Networks
☆36Updated 2 years ago
Alternatives and similar repositories for funcGNN
Users that are interested in funcGNN are comparing it to the libraries listed below
Sorting:
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85Updated 4 years ago
- Hoppity☆60Updated 5 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆69Updated 3 years ago
- ☆30Updated 5 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Updated last year
- A Survey of Deep Learning Models for Structural Code Understanding☆21Updated 3 years ago
- ☆61Updated 2 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Updated 2 years ago
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Updated 2 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 6 months ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆66Updated last year
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 4 years ago
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39Updated 6 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆169Updated 4 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆66Updated 4 years ago
- ☆51Updated 3 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 5 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆81Updated 3 years ago
- ☆41Updated 3 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆62Updated 3 years ago
- mwcvitkovic / Open-Vocabulary-Learning-on-Source-Code-with-a-Graph-Structured-Cache--Code-PreprocessorLibrary for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Updated 7 years ago
- ☆29Updated 3 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆112Updated 3 years ago
- A powerful relational representation of source code☆33Updated 2 years ago
- ☆45Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- ☆32Updated 3 years ago
- This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". W…☆32Updated 3 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 4 years ago
- ☆13Updated 2 years ago