decode_design
- pyoptex.utils.design.decode_design(Yenc, effect_types, coords=None)[source]
Decode the design according to the effect types. Each categorical factor is decoded from effect-encoding, unless the coordinates are specified.
It is the inverse of
encode_designParameters
- Ynp.array(2d)
The effect-encoded design matrix.
- effect_typesnp.array(1d)
An array indicating whether the effect is continuous (=1) or categorical (with >1 levels).
- coords: None or list[np.ndarray]
Coordinates to be used for decoding the categorical variables.
Returns
- Ydecnp.array(2d)
The decoded design-matrix