Skip to main content
Ctrl+K
gators 1.0.x documentation - Home gators 1.0.x documentation - Home
  • Installation
  • Quick Start
  • API Reference
  • Examples
  • Installation
  • Quick Start
  • API Reference
  • Examples

Section Navigation

API Documentation

  • Data Cleaning
  • Clippers
  • Encoders
  • Feature Generation - Numeric
  • Feature Generation - String
  • Feature Generation - DateTime
  • Imputers
  • Discretizers
  • Scalers
  • Pipeline
  • Feature Selection
  • API Reference
  • Clippers

Clippers#

Outlier Clipping Methods#

  • CustomClipper - Custom min/max bounds per column

  • GaussianClipper - Clip based on mean ± n standard deviations

  • IQRClipper - Clip based on interquartile range

  • MADClipper - Clip based on median absolute deviation

  • QuantileClipper - Clip based on quantile thresholds

previous

Data Cleaning

next

Encoders
On this page
  • Outlier Clipping Methods

© Copyright Mozilla Public License (MPL) 2.0.

Created using Sphinx 9.1.0.