google-research / runtime-error-prediction
This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions, and for the Python Runtime Errors (PRE) dataset.
☆25Updated 2 years ago
Alternatives and similar repositories for runtime-error-prediction:
Users that are interested in runtime-error-prediction 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
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 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…☆30Updated 4 years ago
- ☆18Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆16Updated last year
- Fork of the awesome function_parser library from Github's CodeSearchNet Challenge repo: https://github.com/github/CodeSearchNet/tree/mast…☆28Updated 2 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- ☆43Updated last year
- [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…☆29Updated 3 years ago
- ☆16Updated 5 months ago
- Clover: Closed-Loop Verifiable Code Generation☆31Updated 10 months ago
- Heavyweight Python dynamic analysis framework☆13Updated 11 months ago
- ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…☆18Updated 2 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 8 months ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 2 months ago
- A plugin for code generation in PyCharm/IntelliJ using tranX☆35Updated 2 years ago
- REGEL: Regular Expression Generation from Examples and Language☆34Updated 2 years ago
- Probabilistic Type Inference using Graph Neural Networks☆49Updated 2 years ago
- ☆15Updated 3 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆38Updated 2 years ago
- Training language models to make programs faster☆87Updated 11 months ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- We introduce FixEval , a dataset for competitive programming bug fixing along with a comprehensive test suite and show the necessity of e…☆22Updated 2 years ago
- ☆51Updated 3 weeks ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- ☆66Updated 2 years ago
- ☆23Updated 2 years ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆30Updated 8 months ago
- ☆42Updated last month