ManyTypes4Py: A benchmark Python Dataset for Machine Learning-Based Type Inference
Description
Check out the file ManyTypes4PyDataset.spec for repositories URL and their commit SHA. The dataset is gathered on Sep. 17th 2020. The dataset has more 5.4K Python repositories that are hosted on GitHub. It contains more than 1.1M type annotations. Please note that this is the first version of the dataset. In the second version, we will provide processed Python projects in JSON files that contain relevant features and hints for ML-based type inference task.
Resources
| Name |
Format |
Description |
Link |
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0 |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-4044636 |
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0 |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-4044636 |
Tags
- manytypes4py,-python,-dataset,-type-inference,-machine-learning,-large,-type-annotations,-open-source,-github,-type-prediction