Expand description
Python bindings for scirs2-transform
This module provides Python bindings for data transformation operations, including normalization, feature engineering, dimensionality reduction, categorical encoding, imputation, and preprocessing pipelines.
Structs§
- PyKNN
Imputer - KNN Imputer for missing values
- PyMax
AbsScaler - Max Absolute Scaler
- PyNormalizer
- Normalizer class for fit/transform pattern
- PyOne
HotEncoder - One-Hot Encoder
- PyOrdinal
Encoder - Ordinal Encoder
- PyPCA
- PCA dimensionality reduction
- PyPolynomial
Features - Polynomial Features generator
- PyPower
Transformer - Power Transformer (Box-Cox, Yeo-Johnson)
- PyQuantile
Transformer - Quantile Transformer
- PySimple
Imputer - Simple Imputer for missing values
- PyTSNE
- t-SNE dimensionality reduction
- PyUMAP
- UMAP dimensionality reduction
Functions§
- register_
module - Python module registration