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Cognito is an exclusive data preprocessing library that involves transforming raw data into a machine-understandable format. We at CleverInsight Open Ai Foundation took the initiative to build a better automated data preprocessing library and here it is.

Contributors

Collaborators

CHRIST (Deemed to be University) Lavasa provides developer & mentor contribution via CleverInsight Open AI Foundation Incubation Center at Christ Univeristy Lavasa since 2019.

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Contents:

• Installation
• Quickstart
  • Usage
• Check
  • Simple Usage
  • is_categorical
  • is_discrete
  • is_continuous
  • is_missing
  • is_identifier
• Transform
  • encoding_categorical
  • remove_records
  • remove_columns
  • percentage_missing
  • replace_mean
  • replace_median
  • ignore_identifier
• Table
  • correlation
  • convert_to_bin
  • binning
  • slice
  • scale
  • covariance
• Authors
  • Core Lead
  • Development Leads
  • Data Science Team
• License
• Changelog (Pillow)
  • 0.0.1 (unreleased)
• Help

Indices and tables

• Index
• Module Index
• Search Page

Infrastructure support

• We would like to thank GitHub for providing us with Github Cloud account to automatically build the documentation. <https://github.com/CleverInsight/cognito>`_.