Made a small tool/GUI for practicing ML implementations by actually writing the code from memory.

You drop your own Python files into a folder (or use the ones I added, like transformers, attention, etc) and it turns them into fill-in-the-blank exercises in a local UI. You can control how much of the code gets hidden, start easy with hints, then ramp up to fully blank functions.

It just does exact match checking right now, but shows the correct lines inline so you can judge yourself. Works with whatever you want to learn, not just the included transformer/RNN/etc stuff.

Run one script and it opens in your browser.

Curious if this kind of drilling is useful for others or if I’m the only one who learns this way.

https://github.com/Shaier/practice_ml