This library provides a framework for assessing wind plant performance using operational assessment (OA) methodologies that consume time series data from wind plants. The goal of the project is to provide an open source implementation of common data structures, analysis methods, and utility functions relevant to wind plant OA.
The regression test for the GBM functionality in pruf_plant_analysis had been failing recently. I have identified that it fails when you upgrade scikit-learn past version 1.0. Inspecting the changelog, I find the following likely culprit:
For ensemble.GradientBoostingRegressor, loss="ls" is deprecated, use "squared_error" instead which is now the default.
In PR #176 I have simply restricted the scikit-learn version to < 1.0, but this ticket is to evaluate the changes in scikit-learn and update OpenOA to use the newer version.
jordanperr
commented
1 year ago
The regression test for the GBM functionality in pruf_plant_analysis had been failing recently. I have identified that it fails when you upgrade scikit-learn past version 1.0. Inspecting the changelog, I find the following likely culprit:
In PR #176 I have simply restricted the scikit-learn version to < 1.0, but this ticket is to evaluate the changes in scikit-learn and update OpenOA to use the newer version.