Longitudinal simple_impute

[eroell]

Description of feature

This is a function that operates on .X or .layers so 3D and array-type and encoding is relevant.

3D If 3D allowed:

• [ ] function handles 3D data
• [ ] the test of the function tests both the expected 2D and 3D implementation

If 3D not allowed:

• [ ] only_2D decorator
• [ ] the test of the function tests for failure if 3D is passe

array-type The available array types are np.array, dask.array, and scipy.sparse matrices.

• [ ] function is single-dispatched, with potential not_implemented errors being raised
• [ ] test is parametrized to test the different array-types

Encoding If encoded data is required

• [ ] mention in documentation that encoded data is needed, with ep.pp.encode.

[eroell]

https://ml.dask.org/modules/generated/dask_ml.impute.SimpleImputer.html