CODEWITHSUNDEEP
pythonscikit-learnnlpgensimhyperparameters
OnceUponATime
OnceUponATime

Reputation: 488

Adjusting LDA hyperparameters in SciKit learn or Gensim (Python 3)?

I am experimenting with topic modelling in Gensim and SciKit learn (Python 3) and would like to know more about adjusting hyperparamters in either package.

I found some related discussions on GITHUB, e.g. "optimize hyperparameters as part of LDA training", but no complete documentation.

I am not even sure hyperparametre optimisation is at all possible in SciKit learn.

I am very grateful for links or book recommendations.

Upvotes: 1

Views: 1753

Answers (1)

Akshay Ugale
Akshay Ugale

Reputation: 77

Refer this link for the different hyperparameters of LDA

https://radimrehurek.com/gensim/models/ldamodel.html

You can try using GridSearch or RandomSearch for hypertuning

Upvotes: 1

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