Uses of Class
org.datavec.api.transform.transform.BaseTransform

Packages that use BaseTransform

Package	Description
org.datavec.api.transform.ndarray
org.datavec.api.transform.transform
org.datavec.api.transform.transform.categorical
org.datavec.api.transform.transform.column
org.datavec.api.transform.transform.doubletransform
org.datavec.api.transform.transform.floattransform
org.datavec.api.transform.transform.integer
org.datavec.api.transform.transform.longtransform
org.datavec.api.transform.transform.parse
org.datavec.api.transform.transform.string
org.datavec.api.transform.transform.time

Uses of BaseTransform in org.datavec.api.transform.ndarray

Subclasses of BaseTransform in org.datavec.api.transform.ndarray

Modifier and Type	Class and Description
class	NDArrayMathFunctionTransform A simple transform to do common mathematical operations, such as sin(x), ceil(x), etc. Operations are performed element-wise on each value in the INDArray; operations are specified by MathFunction
class	NDArrayScalarOpTransform Perform an NDArray/scalar element wise operation, such as X.addi(scalar).

Uses of BaseTransform in org.datavec.api.transform.transform

Subclasses of BaseTransform in org.datavec.api.transform.transform

Modifier and Type	Class and Description
class	BaseColumnTransform Map the values in a single column to new values.

Uses of BaseTransform in org.datavec.api.transform.transform.categorical

Subclasses of BaseTransform in org.datavec.api.transform.transform.categorical

Modifier and Type	Class and Description
class	CategoricalToIntegerTransform Created by Alex on 4/03/2016.
class	CategoricalToOneHotTransform Created by Alex on 4/03/2016.
class	FirstDigitTransform FirstDigitTransform converts a column to a categorical column, with values being the first digit of the number. For example, "3.1415" becomes "3" and "2.0" becomes "2". Negative numbers ignore the sign: "-7.123" becomes "7". Note that two FirstDigitTransform.Modes are supported, which determines how non-numerical entries should be handled: EXCEPTION_ON_INVALID: output has 10 category values ("0", ..., "9"), and any non-numerical values result in an exception INCLUDE_OTHER_CATEGORY: output has 11 category values ("0", ..., "9", "Other"), all non-numerical values are mapped to "Other" FirstDigitTransform is useful (combined with CategoricalToOneHotTransform and Reductions) to implement Benford's law.
class	IntegerToCategoricalTransform Convert an integer column to a categorical column, using a provided Map<Integer,String>
class	PivotTransform Pivot transform operates on two columns: - a categorical column that operates as a key, and - Another column that contains a value Essentially, Pivot transform takes keyvalue pairs and breaks them out into separate columns.
class	StringToCategoricalTransform Convert a String column to a categorical column

Uses of BaseTransform in org.datavec.api.transform.transform.column

Subclasses of BaseTransform in org.datavec.api.transform.transform.column

Modifier and Type	Class and Description
class	RemoveAllColumnsExceptForTransform Transform that removes all columns except for those that are explicitly specified as ones to keep To specify only the columns to remove, use RemoveColumnsTransform
class	RemoveColumnsTransform Remove the specified columns from the data.

Uses of BaseTransform in org.datavec.api.transform.transform.doubletransform

Subclasses of BaseTransform in org.datavec.api.transform.transform.doubletransform

Modifier and Type	Class and Description
class	BaseDoubleTransform
class	ConvertToDouble Convert any value to an Double
class	DoubleMathFunctionTransform A simple transform to do common mathematical operations, such as sin(x), ceil(x), etc. Operations are specified by MathFunction
class	DoubleMathOpTransform Double mathematical operation. This is an in-place operation of the double column value and a double scalar.
class	Log2Normalizer Normalize by taking scale * log2((in-columnMin)/(mean-columnMin) + 1) Maps values in range (columnMin to infinity) to (0 to infinity) Most suitable for values with a geometric/negative exponential type distribution.
class	MinMaxNormalizer Normalizer to map (min to max) -> (newMin-to newMax) linearly.
class	StandardizeNormalizer Normalize using (x-mean)/stdev.
class	SubtractMeanNormalizer Normalize by substracting the mean

Uses of BaseTransform in org.datavec.api.transform.transform.floattransform

Subclasses of BaseTransform in org.datavec.api.transform.transform.floattransform

Modifier and Type	Class and Description
class	BaseFloatTransform
class	ConvertToFloat Convert any value to a Float
class	FloatMathFunctionTransform A simple transform to do common mathematical operations, such as sin(x), ceil(x), etc. Operations are specified by MathFunction
class	FloatMathOpTransform Float mathematical operation. This is an in-place operation of the float column value and a float scalar.

Uses of BaseTransform in org.datavec.api.transform.transform.integer

Subclasses of BaseTransform in org.datavec.api.transform.transform.integer

Modifier and Type	Class and Description
class	BaseIntegerTransform Abstract integer transformation (single column)
class	ConvertToInteger Convert any value to an Integer.
class	IntegerMathOpTransform Integer mathematical operation. This is an in-place operation of the integer column value and an integer scalar.
class	IntegerToOneHotTransform Convert an integer column to a set of one-hot columns.
class	ReplaceEmptyIntegerWithValueTransform Replace an empty/missing integer with a certain value.
class	ReplaceInvalidWithIntegerTransform Replace an invalid (non-integer) value in a column with a specified integer

Uses of BaseTransform in org.datavec.api.transform.transform.longtransform

Subclasses of BaseTransform in org.datavec.api.transform.transform.longtransform

Modifier and Type	Class and Description
class	LongMathOpTransform Long mathematical operation. This is an in-place operation of the long column value and an long scalar.

Uses of BaseTransform in org.datavec.api.transform.transform.parse

Subclasses of BaseTransform in org.datavec.api.transform.transform.parse

Modifier and Type	Class and Description
class	ParseDoubleTransform Convert string writables to doubles

Uses of BaseTransform in org.datavec.api.transform.transform.string

Subclasses of BaseTransform in org.datavec.api.transform.transform.string

Modifier and Type	Class and Description
class	AppendStringColumnTransform Append a String to the values in a single column
class	BaseStringTransform Abstract String column transform
class	ChangeCaseStringTransform Change case (to, e.g, all lower case) of String column.
class	ConcatenateStringColumns Concatenate values of one or more String columns into a new String column.
class	ConvertToString Convert any value to a string.
class	MapAllStringsExceptListTransform This method maps all String values, except those is the specified list, to a single String value
class	RemoveWhiteSpaceTransform String transform that removes all whitespace charaters
class	ReplaceEmptyStringTransform Replace empty String values with the specified String
class	ReplaceStringTransform Replaces String values that match regular expressions.
class	StringListToCategoricalSetTransform Convert a delimited String to a list of binary categorical columns.
class	StringListToCountsNDArrayTransform Converts String column into a bag-of-words (BOW) represented as an NDArray of "counts." Note that the original column is removed in the process
class	StringListToIndicesNDArrayTransform Converts String column into a sparse bag-of-words (BOW) represented as an NDArray of indices.
class	StringMapTransform A simple String -> String map function.

Uses of BaseTransform in org.datavec.api.transform.transform.time

Subclasses of BaseTransform in org.datavec.api.transform.transform.time

Modifier and Type	Class and Description
class	StringToTimeTransform Convert a String column to a time column by parsing the date/time String, using a JodaTime.
class	TimeMathOpTransform Transform math op on a time column