Igel

Terrific! Keep pursuing this and ignore critics. What you're doing is important b/c ML is just out of reach of a big percentage of developers and technical lay people. It will…

This is the giant's shoulders I like to stand on! Need to see more projects abstracting away the hard stuff (I'm looking at you, GUI libraries!)

Great idea - I’ve been waiting for a good cli tool for machine learning, saves the hassle to have to learn python and also can use with other existing shell tools.

I think it can be a useful tool for automation of very standardized ML tasks. However: It's a command line tool that is also intended for non-technical folks. I sense a…

Nice work! This is def gonna be useful for a lot of people. Companies can benefit from using something like this too. It helps when all your people use the same tool to build and…

Sure, but shotgunning every statistical test and machine learning algorithm completely undermines your results, because the power and significance levels are not adjusted for…

No, it's emphatically not a great feature, and it's not clear to me the commenter was recommending that so much as making a nit. Please don't automate the process of choosing and…

"Automate everything" is a disingenuous claim. You're simply replacing a couple of lines of scikit-learn with a couple of lines of your CLI tool. There is pretty much no benefit…

I find it difficult to believe anyone who can use the models listed on the repository effectively would have any difficulty using scikit themselves. Abstracting scikit out into a…

I think it can be a useful tool for automation of very standardized ML tasks. However: It's a command line tool that is also intended for non-technical folks. I sense a…

"non-technical" and "cli tool" sound like an oxymoron. But if you hide the yaml config behind a UI i guess it can pass for "non technical".

Hi, I want to clear up some points. First, it is not intended for non technical folks, this was never claimed! However, even if it was, we are currently working on a gui, where…

already working on a gui that users can launch using a command. You can check the issues list

Agreed here. I am not involved in the ML space but have briefly toyed with PyTorch/TF/Sklearn. I see the value in having a CSV data dump and going "I wonder what happens if I run…

Terrific! Keep pursuing this and ignore critics. What you're doing is important b/c ML is just out of reach of a big percentage of developers and technical lay people. It will…

Awesome! How do you compare this to https://github.com/uber/ludwig, which also has a YAML-based cli for ML?

What does “IGEL” stand for? I couldn’t find it in the documentation.

In case it isn't on your radar, there is also https://github.com/uber/ludwig which seems to have similar goals.

Awesome! How do you compare this to https://github.com/uber/ludwig, which also has a YAML-based cli for ML?

https://pycaret.org/

Reminds me of SKLL: https://github.com/EducationalTestingService/skll

Great idea! We had a similar idea back in 2015 with SKLL[1]. We are still actively maintaining it and it’s definitely been helpful to many folks, including many outside our…

So a lot like weka then. https://www.cs.waikato.ac.nz/ml/weka/

I think you’re looking for something like AutoML by H2O[0]. There are few similar offerings out there if you search around ‘automl’. [0]…