State - Systematica - Blockforce Capital

`State`

State()

State class for computing features from a data object.

Static methods

`from_registry`

from_registry(
    data: vectorbtpro.data.base.Data,
    window: int,
    minp: int = None,
    to_numpy: bool = False,
    state_registry: List[systematica.models.meta_model.state_registries.StateConfig] = None,
) ‑> pandas.core.frame.DataFrame | numpy.ndarray

Calculate all registered features. Parameters:

Name	Type	Default	Description
`data`	`vbt.Data`	`--`	Data object. Must include required data from the registry.
`window`	`tp.FrequencyLike`	`--`	Window size as an integer.
`minp`	`int`	`None`	Minimum number of observations required.
`to_numpy`	`bool`	`False`	Output numpy array. Pandas DataFrame otherwise. Defaults to False.
`state_registry`	`StateConfig`	`None`	State representation registry. if None, uses STATE_REGISTRY. Defaults to None.

Returns:

Type	Description
`pd.DataFrame \| tp.Array2d`	Computed features.