Dangerously opaque tool. You should tell users why a row is an outlier, and you shoul document the methods you use (even if it’s just links to sklearn). Also would be more valuable as a cli app
"AutoOut is an automated outlier detection and treatment tool that allows you to get better models with even better accuracy without writing a single line of code."
Is this ironic? If not, shouldn't you somehow describe your method (including references) for how to detect and "treat" outliers?
Seems like a simple tool that takes data files and tells about outliers. Why does it have to be used with a web browser? If one runs it locally, it probably should primarily have a command line interface.
Agree with the comments below. I understand that the tool might be created with statistics-illiterate people in mind as users, but as now it is on the first page of Hacker News page we would expect a bit more details.