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 <c...@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. >
