bdqnghi / treecaps
[AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing
☆23Updated 2 years ago
Alternatives and similar repositories for treecaps:
Users that are interested in treecaps are comparing it to the libraries listed below
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆40Updated 2 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Updated 6 years ago
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆18Updated last year
- Tensorflow implementation of Gated Graph Neural Network for Source Code Classification☆42Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 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 6 years ago
- Official repository for the paper "GN-Transformer: Fusing AST and Source Code information in Graph Networks".☆12Updated 6 months ago
- Bilateral Neural Network implementation in Tensorflow☆51Updated 6 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 4 years ago
- ☆13Updated last year
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Updated 2 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- Hoppity☆59Updated 4 years ago
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39Updated 5 years ago
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 4 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- ☆41Updated 2 years ago
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Updated 2 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆64Updated 3 years ago
- Code for "Deep Graph Matching and Searching for Semantic Code Retrieval"☆24Updated 3 years ago
- ☆49Updated 2 years ago
- ☆29Updated 4 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 4 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆20Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 3 years ago
- Turn Tree into Graph: Automatic Code Review via Simplified AST Driven Graph Convolutional Network☆12Updated 3 years ago
- A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"☆48Updated 4 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆16Updated last year