François CholletVerified account

A good *software engineering* tool

I realize tools in infosec achieve this far better than conventional dev tools. I don't know if this is primarily because infosec emphasizes a culture around learning tools.

Is this written in English or Mathematics?

You use the word 'tool' but what you are describing is a framework or a platform. A hammer is a good tool, but you need a very unique environment to debug it BTW ClearML checks all your boxes

A good tool is one that doesn’t keep changing. A tool needs to draw the line between what it wants to do and what it won’t do. All great weapons have singular purpose. You don’t have hammer-sword. Sword slash. Knife stab. Hammer smash

This is precisely the object function I put together with @BodyworkMl - flexibility, learnability and debugability are grossly underrated, especially so in #MLOps...

debugability

For an individual user it sounds right. One remaining question is how you aggregate the effort over different users? Would you make a change in the tool if it enlarges the set of users that can use it at all but those in the smaller user set have to spend more effort?

Keras is the best python library in my opinion.