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

[Christian Kastner <ckk@debian.org>]

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.