It would be useful to think through whether it makes sense to include a base fittable estimator that inherits from BaseObject.
If this is decided upon, A key design point is whether to include a single BaseEstimator, or also try and add a BaseSklearnEstimator that inherits from BaseObject and also passes the sklearn user function for checking estimators (check_is_estimator?) and entirely adheres to their API.
It would be useful to think through whether it makes sense to include a base fittable estimator that inherits from BaseObject.
If this is decided upon, A key design point is whether to include a single BaseEstimator, or also try and add a BaseSklearnEstimator that inherits from BaseObject and also passes the sklearn user function for checking estimators (check_is_estimator?) and entirely adheres to their API.