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Scikit-learn: Machine learning in Python

, , , , , , , , , и . Journal of Machine Learning Research, 12 (Oct): 2825--2830 (2011)

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Gaël Ecorchard

Gaël Sauvanet

Gaël Hammer

Yves-Gaël Billet

Gaël Kaneko

 

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How I failed machine learning in medical imaging -- shortcomings and recommendations, и . (2021)cite arxiv:2103.10292.Encoding High-Cardinality String Categorical Variables., и . IEEE Trans. Knowl. Data Eng., 34 (3): 1164-1176 (2022)Similarity encoding for learning with dirty categorical variables., , и . Mach. Learn., 107 (8-10): 1477-1494 (2018)Why do tree-based models still outperform deep learning on typical tabular data?, , и . NeurIPS, (2022)A Lightweight Neural Model for Biomedical Entity Linking., , и . AAAI, стр. 12657-12665. AAAI Press, (2021)GLADIS: A General and Large Acronym Disambiguation Benchmark., , и . EACL, стр. 2065-2080. Association for Computational Linguistics, (2023)BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods., , , , , , , , , и 19 other автор(ы). PLoS Comput. Biol., (2017)Accounting for Variance in Machine Learning Benchmarks., , , , , , , , , и 6 other автор(ы). MLSys, mlsys.org, (2021)Understanding metric-related pitfalls in image analysis validation., , , , , , , , , и 68 other автор(ы). CoRR, (2023)nipy/nipype: Nipype - v1.0.0., , , , , , , , , и 132 other автор(ы). (января 2018)