microsoft / graph-based-code-modelling
Code for "Generative Code Modeling with Graphs" (ICLR'19)
☆172Updated 2 years ago
Alternatives and similar repositories for graph-based-code-modelling:
Users that are interested in graph-based-code-modelling are comparing it to the libraries listed below
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆165Updated 3 years ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆83Updated last year
- Hoppity☆59Updated 4 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆77Updated 3 years ago
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39Updated 5 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 2 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 2 years ago
- Bilateral Neural Network implementation in Tensorflow☆51Updated 6 years ago
- Tensorflow implementation of Gated Graph Neural Network for Source Code Classification☆42Updated 4 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 2 years ago
- ☆67Updated 4 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'☆15Updated 6 years ago
- A javac plugin for extracting a feature graph for plugging in to machine learning models☆27Updated 4 years ago
- Probabilistic Type Inference using Graph Neural Networks☆49Updated 2 years ago
- Code to reproduce the experiments in the paper Open Vocabulary Learning on Source Code with a Graph-Structured Cache☆21Updated 5 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆63Updated 3 years ago
- ☆49Updated 5 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆168Updated 2 years ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆211Updated 4 months ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Updated last year
- 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
- A repository with the code for the paper with the same title☆74Updated 5 years ago
- 58069 Java source code diffs. http://arxiv.org/pdf/1807.03200☆93Updated 5 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago