qualia_core.datamodel package

Subpackages

Submodules

Module contents

class qualia_core.datamodel.DataModel(name: str, sets: Sets[T] | None = None)[source]

Bases: Generic[T]

class Sets(train: 'U | None' = None, valid: 'U | None' = None, test: 'U | None' = None)[source]

Bases: Generic[U]

train: U | None = None

valid: U | None = None

test: U | None = None

classmethod fieldnames() → tuple[str, ...][source]

asdict() → dict[str, U][source]

export(path: Path) → None[source]

sets: Sets[T]

name: str

export() → None[source]

import_sets(set_names: list[str], sets_cls: type[Sets[T]], importer: Callable[[Path], T | None]) → None[source]

class qualia_core.datamodel.FeatureSample(features: List = None)[source]

Bases: object

get_raw_array()[source]

class qualia_core.datamodel.RawDataModel(name: str, sets: Sets[T] | None = None)[source]

Bases: DataModel[RawData]

sets: Sets[RawData]

import_sets(set_names: list[str] | None = None, sets_cls: type[DataModel.Sets[RawData]] = <class 'qualia_core.datamodel.RawDataModel.RawDataSets'>, importer: Callable[[Path], RawData | None] = <bound method RawData.import_data of <class 'qualia_core.datamodel.RawDataModel.RawData'>>) → None[source]

class qualia_core.datamodel.TimeSample(t: float, sensors: list[qualia_core.datamodel.sensor.Sensor.Sensor] = <factory>)[source]

Bases: object

t: float

sensors: list[Sensor]

get_raw_array() → list[ndarray[tuple[int, ...], dtype[float32]]][source]

class qualia_core.datamodel.WindowedSample(features: List = None)[source]

Bases: object

get_raw_array()[source]