what if FastICA doesn't converge?

x-tabdeveloping / turftopic

Robust and fast topic models with sentence-transformers.

https://x-tabdeveloping.github.io/turftopic/

MIT License

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what if FastICA doesn't converge? #37

Closed jankounchained closed 3 months ago

jankounchained commented 3 months ago

this might be a more general problem with giving arguments to the underlying ICA algorithm. for example:

increase n_inter
giving it a random state so you get exactly the same S3 model when you run it twice (nice for deployment)

x-tabdeveloping commented 3 months ago

I'm on it. Though I would argue that if the model doesn't converge after 200 iterations, it is probably a sign of something (there is no clear pattern in the data)

jankounchained commented 3 months ago

solved by #38