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x-tabdeveloping / turftopic

Robust and fast topic models with sentence-transformers.
https://x-tabdeveloping.github.io/turftopic/
MIT License
17 stars 4 forks source link

Random States for models and max_iter for S3 #38

Closed x-tabdeveloping closed 6 months ago

x-tabdeveloping commented 6 months ago

Added random_state to all models so that you get the same results when running them. Added max_iter to S3, so that you can increase it if the model does not converge. I also removed the option for one to use PCA in S3, I might revise this real quick.

jankounchained commented 6 months ago

the only thing is that if you remove PCA and the objective argument from S3, then tutorials in the documentation have to be updated as well.

i'll add an issue & would still merge the pull request