google-research-datasets / great
The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/forum?id=B1lnbRNtwr]
☆22Updated 4 years ago
Alternatives and similar repositories for great:
Users that are interested in great are comparing it to the libraries listed below
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Updated 2 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
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆31Updated 4 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆16Updated last year
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 8 months ago
- ☆13Updated last year
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Updated 2 years ago
- 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
- Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer☆36Updated 3 years ago
- ☆23Updated 2 years ago
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 8 months ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆22Updated 2 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 3 years ago
- ☆16Updated 6 months ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- [UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification☆20Updated 6 years ago
- ☆24Updated 3 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆20Updated 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 2 years ago
- Code for paper "Lancer: Your Code Tell Me What You Need"☆11Updated 2 years ago
- ☆28Updated 2 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆30Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated 8 months ago
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 4 years ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 2 months ago