Alessandro Flati

Results 52 comments of Alessandro Flati

Please note that this is just an experiment - of course I know this is not the optimal way of training `xy` function.

![image](https://github.com/KindXiaoming/pykan/assets/12647648/00bbe43d-eb59-4608-a80a-e2f4a592162e) Memorandum: never trust `symbolic_formula` without `simplify = True`, because it just trims down floating digits of the coefficient, while the result is actually correct (even if not "natural"). There...

Can you all tell us at least the tag/commit you're using please?

> MLPs are still outperforming KANs. Wow, a single example proves that an entire branch of techniques and methods are useless.

Please check #123 and #153

This seems promising, I'll test it too! Can you explain the difference between `driver = 'gelsy'` and `driver = 'gels'`? Also, probably that if block can be rewritten as `coef...

Well I think we can easily make a PR for this annoying bug with your suggestion (maybe just make it a oneliner as described above). If you're unsure how to...

Well, I would treat as a higher-dimensional problem and/or as a classification problem. (You may want to check out https://kindxiaoming.github.io/pykan/Examples/Example_3_classfication.html) In the example at hand, I would generate a dataset...

I'm sorry, but I don't understand what you're trying to do with the last part (from `model = KAN(width=[3,1]...`). If the intent is to classify points belonging to `x^2 +...

Did you at least read the paper and the documentation of this package? One of the fundamental things pykan is able to do is symbolic transformation, i.e. you are able...