georgiev

Some time ago I read a story here about a researcher who automated his paper critiques. The scripts detected weak sentences or something. I've been rummaging for about 2 hours through my bookmarks, history and HN history and I can't find it. Did anyone remember facts about that story, bookmarks or direct links? That would be much appreciated.

My current project is to try and classify proteins by one of their properties and I'm currently exploring which ML algorithm has the best accuracy on the dataset. I'm trying out 4-5 classifiers from python's sklearn library and I want to run them in parallel on a cloud platform. The reason for running them in the cloud is that they take 6GB of memory each so I don't want to run them on my computer.

My current solution is the following script: http://pastebin.com/6X6JsXzH but I'm wondering if there's a better/easier way to do this.