sklearn-compat

sklearn-compat is a small Python package designed to help developers write scikit-learn compatible estimators that support multiple scikit-learn versions. It factors out common utilities used by third-party libraries to manage version differences and provide a stable API. As of version 0.1.5, it supports scikit-learn >= 1.2, with recent updates for scikit-learn 1.8 and 1.9. It follows a release cadence tied to new scikit-learn releases, aiming to support scikit-learn versions up to 2 years or about 4 versions.