zatel
Joined 7 years ago
Joined 7 years ago
These operations certainly are computationally expensive, a recent hyperparameter tuning operation locked up my laptop for 3 days but this seems to be the case for any similar operation. The only approaches I've come across so far to overcome it are things like converting the data to smaller sizes (which seems outside the scope of this tool) and some way to batch the data so that it can be "paused" and resumed as needed. Thank you again for creating Igel.
I know the answer is to just write what I'm describing myself but does anyone know of an existing way to find the best SciKitLearn algorithm for a particular problem. Like if I want to find the regression fit is there a way to just pass in the data and have it trained,tested on all of the regression algorithms in SKLearn? My current workflow is to just pick a handful of algorithms that sound like they should be good for the problem at hand and try each one of them manually. Igel seems like a step towards making this sort of thing possible if another tool doesn't exist already.
I would be very sad if someone close to me did so but that shouldn't stop them from doing it. I consider this a basic freedom of being a living creature. If you don't have the power to end your life then do you really own it?
When you are on a post page (like https://vigyaa.io/sadness-is-confusing-86b8c139/) it loads the content of the page and you can scroll and everything but then after a few seconds it switches to "Something Went Wrong!!! Please Try again".
Watching it happen with the console open this error comes out when it fails:
TypeError: NetworkError when attempting to fetch resource.
I'm still excited to use Vigyaa, worts and all!