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

Research article (2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR), 2021) · cited 18× · AI/ML
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ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference

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ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference. Retrieved May 24, 2026, from https://4ort.xyz/entity/manytypes4py-a-benchmark-python-dataset-for-machine-learning-based-type-inference
MLA “ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/manytypes4py-a-benchmark-python-dataset-for-machine-learning-based-type-inference.
BibTeX @misc{4ortxyz_manytypes4py-a-benchmark-python-dataset-for-machine-learning-based-type-inference_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference}}, year = {2026}, url = {https://4ort.xyz/entity/manytypes4py-a-benchmark-python-dataset-for-machine-learning-based-type-inference}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference — https://4ort.xyz/entity/manytypes4py-a-benchmark-python-dataset-for-machine-learning-based-type-inference (retrieved 2026-05-24)

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