tech-srl / code2seq
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
☆556Updated 5 months ago
Alternatives and similar repositories for code2seq:
Users that are interested in code2seq are comparing it to the libraries listed below
- TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"☆1,113Updated last year
- A library for mining of path-based representations of code (and more)☆285Updated last year
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆166Updated 3 years ago
- Summarizing Source Code using a Neural Attention Model - CODENN☆237Updated last year
- ☆232Updated 11 months ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆192Updated 2 years ago
- A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)☆35Updated 5 years ago
- Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.☆202Updated 4 years ago
- Website for "A Survey of Machine Learning for Big Code and Naturalness"☆289Updated 5 months ago
- PyTorch's implementation of the code2seq model.☆61Updated 5 months ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- Your library for dynamic language modeling☆67Updated 6 years ago
- DeepCS: Deep Code Search☆279Updated 2 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 3 years ago
- A tool to convert nodes in an Abstract Syntax Tree into vector embeddings☆73Updated 2 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆170Updated 2 years ago
- Efficient tree-based convolutional neural networks in TensorFlow☆152Updated 7 years ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆208Updated last month
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆167Updated 2 years ago
- ☆31Updated 6 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆25Updated 2 years ago
- DeepBugs is a framework for learning bug detectors from an existing code corpus.☆148Updated 3 years ago
- ☆67Updated 4 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆282Updated 2 weeks 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
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 2 years ago
- ☆49Updated 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
- ☆111Updated 2 years ago