most citedType4Py: Practical Deep Similarity Learning-Based Type Inference for Python

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cs.SE2021★ 2 cited

ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference

Amir M. Mir, Evaldas Latoskinas, Georgios Gousios

In this paper, we present ManyTypes4Py, a large Python dataset for machine learning (ML)-based type inference. The dataset contains a total of 5,382 Python projects with more than…