Files
smartcore/src/preprocessing/mod.rs
Tim Toebrock df766eaf79 Implementation of Standard scaler (#143)
* docs: Fix typo in doc for categorical transformer.
* feat: Add option to take a column from Matrix.
I created the method `Matrix::take_column` that uses the `Matrix::take`-interface to extract a single column from a matrix. I need that feature in the implementation of  `StandardScaler`.
* feat: Add `StandardScaler`.
Authored-by: titoeb <timtoebrock@googlemail.com>
2022-11-08 11:29:56 -05:00

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Rust

/// Transform a data matrix by replacing all categorical variables with their one-hot vector equivalents
pub mod categorical;
mod data_traits;
/// Preprocess numerical matrices.
pub mod numerical;
/// Encode a series (column, array) of categorical variables as one-hot vectors
pub mod series_encoder;