.. image:: https://cognito.readthedocs.io/_images/logo.png
:target: http://cognito.readthedocs.org
:width: 200pt

cognito : powerful data wrangling toolkit

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:target: https://travis-ci.org/CleverInsight/cognito

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:target: https://anaconda.org/bastinrobin/cognito

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:target: https://github.com/Cleverinsight/cognito
:alt: GitHub

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:target: https://github.com/CleverInsight/cognito/blob/master/LICENSE

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:target: https://ieeexplore.ieee.org/document/9033938

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| Deployment | |pypi| |conda| |
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| Build Status | |travis| |
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| Metrics | |coverall| |
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| GitHub | |contributors| |stars| |
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| License | |BSD| |
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| Community | |gitter| |
+----------------------+------------------------+

Cognito is an exclusive python data preprocessing library and command line utility that helps any developer to transform raw data into a machine-learning format. We at CleverInsight Open Ai Foundation took the initiative to build a better automated data preprocessing library and here it is.

Installation

Prerequisite

• Python3.

Install the extension by using pip.

.. code:: bash

$ pip install cognito

Contributors

.. image:: https://avatars3.githubusercontent.com/u/3523655?s=60&v=4
:target: https://github.com/BastinRobin
.. image:: https://avatars2.githubusercontent.com/u/59742431?s=60&v=4
:target: https://github.com/nibir-paul
.. image:: https://avatars0.githubusercontent.com/u/32188887?s=60&v=4
:target: https://github.com/tanvirath
.. image:: https://cleverinsight.co/wp-content/uploads/2023/11/Vandana-1.png
:height: 60px
:target: https://github.com/vandana-11
.. image:: https://avatars3.githubusercontent.com/u/59745783?s=60&v=4
:target: https://github.com/AishikaBanik98
.. image:: https://avatars3.githubusercontent.com/u/53107678?s=60&v=4
:target: https://github.com/RishikaKotta
.. image:: https://cognito.readthedocs.io/_images/aastik.jpg
:target: https://github.com/Aastik19
.. image:: https://avatars2.githubusercontent.com/u/44425046?s=60&v=4
:target: https://github.com/analyticsanshul

Core Lead

• Bastin Robins J <https://github.com/bastinrobin>__ robin@cleverinsight.co

Development Leads

• Anshul Saxena <https://github.com/analyticsanshul>__ anshul.saxena@christuniversity.in
• Vandana Bhagat <https://github.com/vandana-11>__ vandana.bhagat@christuniversity.in

Data Science Team

• Aastik <https://github.com/Aastik19>__ aastikkharbanda.ak@gmail.com
• Aishika <https://github.com/AishikaBanik98>__ aishikabanik98@gmail.com
• Nibir Paul <https://github.com/nibir-paul>__ nibirpaul491@gmail.com
• Rishika Kotta <https://github.com/RishikaKotta>__ rishikakotta21@gmail.com
• Tanvi Rath <https://github.com/tanvirath>__ rath.t98@gmail.com

Collaborators

.. image:: https://github.com/CleverInsight/cognito/raw/master/docs/source/ystatic/christ_lavasa.jpg
:width: 150pt
:align: left
:target: https://lavasa.christuniversity.in/

CHRIST (Deemed to be University) Lavasa https://lavasa.christuniversity.in/ _ provides developer & mentor contribution via CleverInsight Incubation at Christ Univeristy Lavasa since 2019.