neureka VS FlatLaf

I am using https://github.com/Gleethos/neureka to do some personal machine learning and also basic data science stuff at my workplace. It is inspired by PyTorch and it's dynamic autograd system (which records the computation graph to then traverse it for backpropagation eagerly). The library is super lightweight, has a nice API and documentation, but it's still very young and not as feature rich.

A lightweight option: Neureka - https://github.com/Gleethos/neureka

https://github.com/Gleethos/neureka A tensor/nd-array library inspired by Numpy and PyTorch. Supports:

If you are into deep learning: I work on an nd-array / tensor library with autograd support. https://github.com/Gleethos/neureka

JVM UI isn't so bad. I've written some pretty modern looking UI with it. The sophisticated controls are all there.

Modern JavaFX theme: https://github.com/mkpaz/atlantafx

Modern Swing theme: https://github.com/JFormDesigner/FlatLaf

And these days Compose Multiplatform: https://www.jetbrains.com/lp/compose-multiplatform/

I tend to use Kotlin rather than Java but of course Java is perfectly fine too. You can also use Clojure.

If you use any of those frameworks you can distribute to Win/Mac/Linux in one command with Conveyor. It's free for open source apps and can do self-signing for Windows if you don't want to pay for the certificates or the Store (but the Store is super cheap these days, $19 one off payment for an individual). Also supports Electron and Flutter if you want to use those.

From those frameworks you can then access whatever parts of the Windows API you want. Flutter even has WinRT bindings these days! So it's not quite so bad.

FlatLaf, a modern open-source cross-platform Look and Feel for Java Swing desktop applications, brings exciting new features in versions 3.0 and 3.1 🎉 😀

Here’s the link to the “extras” subproject, and there you’ll find a section on the “UI Inspector” tool.

Swing with FlatLaf - https://github.com/JFormDesigner/FlatLaf

Take a look at FlatLAF:

https://github.com/JFormDesigner/FlatLaf

They have done a great job bringing a modern appearance to the Swing components.

Creating your own Look and Feel is a huge task (just look at the size of e.g. the FlatLaf code.

I too find it a bit frustrating at HiDPI. Best I've come up with is to use https://github.com/JFormDesigner/FlatLaf

And as far as Swing's aesthetics, I only agree with the sentiment that 'it's ugly' if a custom LAF isn't used, like one from flatlaf.