.. module:: dqa.tasks.transformations

Data transformation task classes (:mod:`dqa.tasks.transformations`)
===================================================================

.. currentmodule:: dqa.tasks.transformations

Data conversion tasks
---------------------

.. autosummary::
    :toctree: generated/
    :template: task_class.rst

    Parse
    StringToDatetime
    StringToTimestamp
    TimeDeltaToSeconds

Elementary transformation tasks
-------------------------------

.. autosummary::
    :toctree: generated/
    :template: task_class.rst

    Convolution1D
    EntrywiseDifference
    EntrywiseOperation
    EntrywiseProduct
    EntrywiseQuotient
    EntrywiseSum
    FFT
    InList
    InRange
    IndexTask
    LinearTransform
    Normalize01
    RMSTask
    ReverseIndex
    SignWithThreshold
    Sort
    TimeObjectToTimestamp

General transformation tasks
----------------------------

.. autosummary::
    :toctree: generated/
    :template: task_class.rst

    AutoRescaleFactors
    BinaryChangeIndicatorMargin
    CategoricalToNumbers
    CreateIndex
    DenseWeight
    ExpandToLength
    IntervalClassification
    IntervalIndicator2
    LinearRegressionTask
    PadWithNan
    PhaseSequence
    RegexSubstituteMultiple
    SelectIndex
    SelectRange
    StrRestrictLength
    SubstituteTask

Index-wise transformation tasks
-------------------------------

.. autosummary::
    :toctree: generated/
    :template: task_class.rst

    MeanByIndex
    OperationByIndex
    StdByIndex

Wrapper tasks
-------------

.. autosummary::
    :toctree: generated/
    :template: task_class.rst

    AbsTask
    Concatenate
    Cumsum
    ExpandDims
    GaussianFilter1D
    Log
    Mean
    NormTask
    Prod
    RandN
    Random
    Range
    Reshape
    Shift
    Sign
    SqrtTask
    StdTask
    Where