Expand description
Common transformation functions that can be used with FunctionTransformer
Functionsยง
- abs
- Absolute value transformation
- add_
constant - Add a constant
- clip
- Clip values to a range
- exp
- Exponential transformation
- expm1
- Expm1 transformation (exp(x) - 1)
- log
- Natural logarithm transformation
- log1p
- Log1p transformation (log(1 + x))
- logit
- Logit transformation
- multiply_
constant - Multiply by a constant
- reciprocal
- Reciprocal transformation
- sigmoid
- Sigmoid transformation (inverse of logit)
- sign
- Sign transformation
- sqrt
- Square root transformation
- square
- Square transformation