google-research / plur
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 2 years ago
Alternatives and similar repositories for plur:
Users that are interested in plur are comparing it to the libraries listed below
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆25Updated 2 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 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…☆30Updated 4 years ago
- ☆24Updated 3 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆165Updated 3 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 7 months ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆15Updated last year
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 2 months ago
- ☆66Updated 2 years ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 2 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- ☆23Updated last year
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 7 months ago
- ☆20Updated 2 years ago
- Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code …☆38Updated 5 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 2 years ago
- ☆15Updated 3 years ago
- REGEL: Regular Expression Generation from Examples and Language☆34Updated 2 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆113Updated last year
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆168Updated 2 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 3 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆110Updated 2 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆38Updated 2 years ago