JetBrains-Research / code2seqLinks
PyTorch's implementation of the code2seq model.
☆62Updated last year
Alternatives and similar repositories for code2seq
Users that are interested in code2seq are comparing it to the libraries listed below
Sorting:
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆90Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆171Updated 3 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Updated 2 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆65Updated 3 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆69Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆84Updated 2 years ago
- Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code …☆38Updated 6 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 3 years ago
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Updated 2 years ago
- A library for mining of path-based representations of code (and more)☆296Updated last year
- ☆68Updated 3 years ago
- ☆24Updated 3 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated last year
- 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
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆562Updated 2 months ago
- Set of tools to help working with "Big Code"☆43Updated 3 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆194Updated 3 years ago
- Evaluation of source authorship attribution tool☆23Updated 4 years ago
- Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.☆22Updated 3 years ago
- ☆49Updated 2 years ago
- ☆13Updated 2 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆22Updated 2 months ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15Updated 3 years ago
- Hoppity☆60Updated 4 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated last month