parasj / contracodeLinks
Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning
☆168Updated 3 years ago
Alternatives and similar repositories for contracode
Users that are interested in contracode are comparing it to the libraries listed below
Sorting:
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆170Updated 3 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆119Updated 2 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆64Updated 3 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Updated 3 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆92Updated 3 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆193Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆55Updated 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…☆84Updated 2 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆39Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 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 ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆69Updated 4 years ago
- PyTorch's implementation of the code2seq model.☆62Updated last year
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 3 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆89Updated 3 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆303Updated last month
- Hoppity☆60Updated 4 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Updated 4 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Updated 4 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆171Updated 2 years ago
- ☆40Updated last year
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆195Updated 4 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 3 weeks ago
- Mapping Language to Code in a Programmatic Context☆80Updated 4 years ago