Bug#949692: ITP: tpot -- Automated Machine Learning built on top of scikit-learn

[Mo Zhou <lumin@debian.org>]

Hi Christian,

Thank you for working on this. AutoML is indeed a significant trend in
the industry, and I think packaging AutoML toolkit is valuable for
Debian.

On Thu, Jan 23, 2020 at 06:50:51PM +0100, Christian Kastner wrote:
> Package: wnpp
> Severity: wishlist
> Owner: Christian Kastner <ckk@debian.org>
> 
> * Package name    : TPOT
>   Version         : 0.11.1
>   Upstream Author : Epistasis Lab, Inst.for Biomedical Informatics, UPenn
> * URL             : https://epistasislab.github.io/
> * License         : GPL-3+
>   Programming Lang: Python
>   Description     : Automated Machine Learning 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.
> 
> 
> I intend to maintain this within the Debian Science Team.
>