kummappp

That is a great youtube channel there. The fall of the city of Ur was also a good one

Also one thing that works is bits to -1, +1 signal and then taking auto-correlation of it.

What a nice way to make 1d -> 2d. I made my MSc thesis about data visualization and the thing I found useful was excess entropy, which means how well you can you predict the next bit better, if you take one bit more into the sliding window you use to predict the next bit/byte. That is usually really dependent about the sliding window size. Imagine what happens with text written in 8 bit characters. With that trick one could make a 3d visualization.

But I bet Python has a loopholes in the type system as well. I mean you can take the stack, and modify the running code in every way possible at runtime, but it is a slightly mad thing to do.

Yeah I did mix them. Thanks.

Yeah, the type system helps in that, but for a unit testable product you need factory methods, which produce some valid and invalid cases. If you write simple tests for those it is a type checker on it's own and the type checker is just overhead. If I could choose my next project from two similar implementations where the other would be type checked and the other unit tested with basic datatype factors (at least) I would choose the unit tested one.

I would use typed API's though, because it saves documentation reading time and makes the editor autocomplete to work like magic.

'strongly typed language increases the productivity' How was this tested? Was there a control group? I would argue that currently Javascript and Python have been greatly improving the productivity. The type system works well in the maintenance, API definitions and 'no unit tests' scenarios, but when you have to do something you don't have yet any clue about -for exmple at the start of a years long app development project, the type system is just in the way.

Thanks. The 'Non-dominated sorting' was the magic phrase for google i was missing.

Oh, it is a bug. I'll fix it. How embarrassing and thanks. I have mainly used the None means the whole row is inferior -thing.

I did not find pareto front sorting library so I made one. It took a weekend. Save your weekend and use my module instead.

Sorry. My bad.