DeepFix consists of a program repair dataset (fix compiler errors in C programs). It enables research around automatically fixing programming errors using deep learning.
Variants: DeepFix
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Program Repair | DrRepair + BIFI | Break-It-Fix-It: Unsupervised Learning for Program … | 2021-06-11 |
| Program Repair | DrRepair | Graph-based, Self-Supervised Program Repair from … | 2020-05-20 |
| Program Repair | SampleFix | SampleFix: Learning to Generate Functionally … | 2019-06-24 |
| Program Repair | RLAssist | Deep Reinforcement Learning for Programming … | 2018-01-31 |
Recent papers with results on this dataset: