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Published 20 hours ago • verified publisher icon laserwave
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a python implementation of latent dirichlet allocation(lda) using gibbs sampling algorithm

LDA (Latent Dirichlet Allocation)

This is a python implementation of LDA using gibbs sampling algorithm.

The following picture shows the top 10 words in the 10 topics (set K = 10) generated by this algorithm over 16 sentences about one piece on wikipedia.

res1

The following picture shows the top 10 words in the 10 topics (set K = 10) generated by this algorithm over 5000 chinese sina social news.

res2

The following picture shows the top 10 words in the 30 topics (set K = 30) generated by this algorithm over 5000 chinese sina social news.

res3

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verified publisher icon laserwave

Metadata

a python implementation of latent dirichlet allocation(lda) using gibbs sampling algorithm

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