google-research / plurLinks
PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.
☆87Updated 3 years ago
Alternatives and similar repositories for plur
Users that are interested in plur are comparing it to the libraries listed below
Sorting:
- 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
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆24Updated 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…☆32Updated 5 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆171Updated 3 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆119Updated 2 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Updated 3 years ago
- Models and datasets for annotated code search.☆35Updated 2 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 4 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆18Updated last year
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆58Updated last year
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 3 years ago
- Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.☆22Updated 3 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Probabilistic Type Inference using Graph Neural Networks☆51Updated 2 years ago
- Utilities used by the Deep Program Understanding team☆103Updated 2 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 4 years ago
- Code for generating the JuICe dataset.☆37Updated 3 years ago
- A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.☆54Updated 3 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- Web queries dataset for code search☆32Updated 2 years ago
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆195Updated 4 years ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆97Updated 2 weeks ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆90Updated 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
- ☆23Updated 2 years ago
- A plugin for code generation in PyCharm/IntelliJ using tranX☆36Updated 2 weeks ago