How to Install and Uninstall python3-tpot Package on Ubuntu 21.10 (Impish Indri)

Last updated: May 19,2024

1. Install "python3-tpot" package

Here is a brief guide to show you how to install python3-tpot on Ubuntu 21.10 (Impish Indri)


    
        
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                sudo apt update
            
                    
    
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            $
        

        
            
                sudo apt install
            
                        
                python3-tpot
            
                    
    
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2. Uninstall "python3-tpot" package

Please follow the instructions below to uninstall python3-tpot on Ubuntu 21.10 (Impish Indri):


    
        
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                sudo apt remove
            
                        
                python3-tpot
            
                    
    
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            $
        

        
            
                sudo apt autoclean && sudo apt autoremove
            
                    
    
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3. Information about the python3-tpot package on Ubuntu 21.10 (Impish Indri)

Package: python3-tpot
Architecture: all
Version: 0.11.7+dfsg-1
Priority: optional
Section: universe/python
Source: tpot
Origin: Ubuntu
Maintainer: Ubuntu Developers
Original-Maintainer: Debian Science Maintainers
Bugs: https://bugs.launchpad.net/ubuntu/+filebug
Installed-Size: 306
Depends: python3-deap (>= 1.2), python3-joblib (>= 0.13.2), python3-numpy (>= 1.16.3), python3-pandas (>= 0.24.2), python3-scipy (>= 1.3.1), python3-sklearn (>= 0.22), python3-stopit (>= 1.1.1), python3-tqdm (>= 4.36.1), python3-xgboost (>= 0.90), python3:any
Recommends: python3-dask, python3-distributed, python3-torch
Filename: pool/universe/t/tpot/python3-tpot_0.11.7+dfsg-1_all.deb
Size: 52000
MD5sum: 68b8ac25c6fab7051221c1143d1f874c
SHA1: 61085a639c5c03d55cf050ccaa350f4e25990911
SHA256: 18351249bda63d19ff4f3c73e592de180dfd5a6de97f9ba7a937245f7c606ece
SHA512: f6d88264e259f76d1f231c65c2f151b499e16e57b6e0b0bdddc6831c7b801e78008dfb5f40ab62fad5d84d12be34b85a36ac9b6278665f90e5b74ec947750bef
Homepage: https://epistasislab.github.io/tpot/
Description-en: Automated Machine Learning tool built on top of scikit-learn
Consider TPOT your Data Science Assistant. TPOT is a Python Automated Machine
Learning tool that optimizes machine learning pipelines using genetic
programming.
.
TPOT will automate the most tedious part of machine learning by intelligently
exploring thousands of possible pipelines to find the best one for your data.
.
Once TPOT is finished searching (or you get tired of waiting), it provides you
with the Python code for the best pipeline it found so you can tinker with the
pipeline from there.
.
TPOT is built on top of scikit-learn, so all of the code it generates should
look familiar... if you're familiar with scikit-learn, anyway.
.
This package contains the Python 3.x version of TPOT.
Description-md5: f3994a04e37953370ab17b18627ff960