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Blei, David M.; Ng, Andrew Y.; Jordan, Michael I (January 2003). Lafferty, John, ed. "Latent Dirichlet allocation". Journal of Machine Learning Research 3 (4–5): pp. 993–1022. doi:10.1162/jmlr.2003.3.…
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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/lda-advi-aevb.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue is still available…
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* [Intuitive Guide to Latent Dirichlet Allocation](https://towardsdatascience.com/light-on-math-machine-learning-intuitive-guide-to-latent-dirichlet-allocation-437c81220158)
* [Spark LDA: A Complete …
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https://www.di.ens.fr/~fbach/mdhnips2010.pdf
https://radimrehurek.com/gensim/models/ldamodel.html
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### Title
Enhancing Information Retrieval Using Topic Modeling
### Team Name
InfoSphere
### Email
202318007@daiict.ac.in
### Team Member 1 Name
Kavisha Madani
### Team Member 1…
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When using the batch method, the perplexity in LDA should be non-increasing in every iteration, right?
I have cases where it does increase. If this is indeed a bug, I'll investigate.
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http://blog.echen.me/2011/08/22/introduction-to-latent-dirichlet-allocation/
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Comments for my blog post on Latent Dirichlet Allocation with PySpark: https://sean.lane.sh/blog/2016/PySpark_and_LDA
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### Describe the workflow you want to enable
The current transform method in LatentDirichletAllocation normalizes the $\gamma$ parameter from the paper. However, this normalization is not supported b…
VTT99 updated
2 months ago