JetBrains-Research / code2seq
PyTorch's implementation of the code2seq model.
☆61Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for code2seq
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- an implementation of "code2vec: Learning Distributed Representations of Code"☆29Updated 4 months ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆67Updated 3 years ago
- A toolkit for pre-processing large source code corpora☆46Updated 2 years ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 3 weeks ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆167Updated 2 years ago
- Evaluation of source authorship attribution tool☆22Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆61Updated 2 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆36Updated last year
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Updated 2 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
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆166Updated 2 years ago
- ☆13Updated last year
- ☆49Updated last year
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 3 months ago
- ☆23Updated last year
- A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)☆35Updated 5 years ago
- ☆38Updated 6 months ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆63Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated 3 months ago
- 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
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 2 years ago
- ☆5Updated last year
- A library for mining of path-based representations of code (and more)☆282Updated 11 months ago
- A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"☆46Updated 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
- Learning to Spot and Refactor Inconsistent Method Names☆16Updated 2 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆81Updated last year