sklearn-migrator: Cross-version migration of scikit-learn models for reproducible MLOps

Python Submitted 13 December 2025Published 19 May 2026
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Editor: @jbytecode (all papers)
Reviewers: @solegalli (all reviews), @smk508 (all reviews)

Authors

Alberto Andres Valdes Gonzalez (0009-0000-0752-8519)

Citation

Gonzalez, A. A. V., (2026). sklearn-migrator: Cross-version migration of scikit-learn models for reproducible MLOps. Journal of Open Source Software, 11(121), 10374, https://doi.org/10.21105/joss.10374

@article{Gonzalez2026, doi = {10.21105/joss.10374}, url = {https://doi.org/10.21105/joss.10374}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {121}, pages = {10374}, author = {Gonzalez, Alberto Andres Valdes}, title = {sklearn-migrator: Cross-version migration of scikit-learn models for reproducible MLOps}, journal = {Journal of Open Source Software} }
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machine learning scikit-learn MLOps model reproducibility model migration model persistence

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ISSN 2475-9066