<instructions>Your goal is to analyze the following comment and estimate how highly it will be upvoted by the Hacker News community.</instructions><comment><author>omarhaneef</author><text>Thanks for open sourcing this.&lt;p&gt;Can you say a little about which niche this would occupy, and what the motivation is? Is it intended to compete with Tensorflow and Pytorch or to be an industrial strength version of SKlearn.&lt;p&gt;I looked through the tutorial on my mobile and the answer was not immediately clear.&lt;p&gt;Is the benefit that it auto scales on AWS without having to think through the infrastructure?</text><parent_chain><item><author>vtuulos</author><text>hey, I&amp;#x27;m one of the authors of Metaflow. Happy to answer any questions! Netflix has been using Metaflow internally for about two years, so we have many war stories :)</text></item></parent_chain></comment><story><title>Metaflow, Netflix&apos;s Python framework for data science, is now open source</title><url>https://metaflow.org</url></story>
<instructions>Your goal is to analyze the following comment and estimate how highly it will be upvoted by the Hacker News community.</instructions><comment><author>ageofwant</author><text>G&amp;#x27;day, seems like an cool tool, thanks - the links to the github tuts are currently broken...&lt;p&gt;I&amp;#x27;m of the opinion that adopting some standard DAG meta format for data science may make a positive impact on the reproduceability issues we have in science generally. So its good to see the idea has real world merit as well.</text><parent_chain><item><author>vtuulos</author><text>hey, I&amp;#x27;m one of the authors of Metaflow. Happy to answer any questions! Netflix has been using Metaflow internally for about two years, so we have many war stories :)</text></item></parent_chain></comment><story><title>Metaflow, Netflix&apos;s Python framework for data science, is now open source</title><url>https://metaflow.org</url></story>