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.
☆87Apr 5, 2022Updated 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…☆22Aug 19, 2020Updated 5 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆19Nov 29, 2023Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆25Nov 18, 2022Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆66Dec 3, 2021Updated 4 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆169Dec 26, 2021Updated 4 years ago
- Website for "A Survey of Machine Learning for Big Code and Naturalness"☆291Feb 7, 2025Updated last year
- Stuff related to scraping the Code Review StackExchange☆12Jan 19, 2023Updated 3 years ago
- ☆21Jul 11, 2022Updated 3 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- CD4Py: Code De-Duplication for Python☆23Dec 13, 2020Updated 5 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 4 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆112Aug 30, 2022Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆172Apr 6, 2022Updated 3 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Aug 23, 2021Updated 4 years ago
- ☆24Jan 19, 2022Updated 4 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Jun 20, 2021Updated 4 years ago
- Utilities used by the Deep Program Understanding team☆104Jun 12, 2023Updated 2 years ago
- Generative model for code infilling and synthesis☆315Sep 9, 2023Updated 2 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- Pretrained Language Models for Source code☆253Jun 1, 2021Updated 4 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Jun 9, 2023Updated 2 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆313Feb 6, 2026Updated 3 weeks ago
- A dataset for natural language code search.☆14Feb 13, 2020Updated 6 years ago
- ☆18Jan 3, 2022Updated 4 years ago
- A toolkit for pre-processing large source code corpora☆45Sep 30, 2022Updated 3 years ago
- A javac plugin for extracting a feature graph for plugging in to machine learning models☆28Jan 20, 2021Updated 5 years ago
- Genetic program repair using GHC☆33May 16, 2024Updated last year
- Hoppity☆60Nov 25, 2020Updated 5 years ago
- A Systematic Literature Review of Deep Learning in Software Engineering☆20Aug 28, 2024Updated last year
- An IntelliJ-based IDE plugin for Python AST transformations☆18Aug 16, 2023Updated 2 years ago
- Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from d…☆772Mar 12, 2024Updated last year
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Aug 11, 2020Updated 5 years ago
- A GitHub Action for suggesting Python type annotations.☆42Mar 23, 2023Updated 2 years ago
- Probabilistic Type Inference using Graph Neural Networks☆50Dec 9, 2022Updated 3 years ago
- ☆16Apr 26, 2021Updated 4 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Apr 9, 2021Updated 4 years ago
- Models and datasets for annotated code search.☆35May 22, 2023Updated 2 years ago
- code for "Natural Language to Code Translation with Execution"☆41Nov 2, 2022Updated 3 years ago