.. note:: This version includes all comments from JOSS' reviewers. See the `review <https://github.com/openjournals/joss-reviews/issues/493#issuecomment-360492888>`_. New features ------------ - Refactor :mod:`input_output`. Remove fortran and greatly simplify IO handling. *by Cyril Fournier*, - Add ``extremum`` option in settings for resampling, *by Pamphile Roy*, - Add :class:`surrogate.SklearnRegressor` as an interface to all Scikit-Learn regressors. Available through ``method`` in surrogate's settings. *by Pamphile Roy*. Enhancements ------------ - Do not compute quality for optimization and discrepancy, *by Pamphile Roy*, - Reduce bounds amplitude and add warning for convergence, *by Pamphile Roy*. Bug fixes --------- - Remove documentation from gitlab pages, *by Pamphile Roy*.