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Why Latent Dirichlet Allocation Sucks

Hello! I’m George (a.k.a. eigenfoo) | George Ho · published 6 March 2018

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https://en.wikipedia.org/wiki/Latent_Dirichlet_allocation

en.wikipedia.org

Linear Discriminant Analysis for Starters Read at the source ↗

georgeho.org

https://en.wikipedia.org/wiki/Plate_notation

en.wikipedia.org

http://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf

jmlr.org

http://obphio.us/pdfs/lda_tutorial.pdf

obphio.us

http://blog.echen.me/2011/08/22/introduction-to-latent-dirichlet-allocation/

blog.echen.me

https://rstudio-pubs-static.s3.amazonaws.com/79360_850b2a69980c4488b1db95987a24867a.html

rstudio-pubs-static.s3.amazonaws.com

http://scikit-learn.org/stable/modules/decomposition.html

scikit-learn.org

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

radimrehurek.com

https://www.quora.com/What-is-a-good-explanation-of-Latent-Dirichlet-Allocation

quora.com

https://en.wikipedia.org/wiki/Egg_of_Columbus

en.wikipedia.org

https://en.wikipedia.org/wiki/T-distributed_stochastic_neighbor_embedding

en.wikipedia.org

https://web.archive.org/web/20171219104016/https://shuaiw.github.io/2016/12/22/topic-modeling-and-tsne-visualzation.html

web.archive.org

https://www.kaggle.com/ykhorramz/lda-and-t-sne-interactive-visualization

kaggle.com

https://stats.stackexchange.com/questions/305356/plot-latent-dirichlet-allocation-output-using-t-sne

stats.stackexchange.com

https://bigquery.cloud.google.com/dataset/fh-bigquery:reddit

bigquery.cloud.google.com

https://radimrehurek.com/gensim/

radimrehurek.com

How to Use t-SNE Effectively Read at the source ↗

distill.pub

https://www.georgeho.org/assets/images/perplexity50.png

georgeho.org

https://www.georgeho.org/assets/images/perplexity100.png

georgeho.org

https://stackoverflow.com/questions/29786985/whats-the-disadvantage-of-lda-for-short-texts

stackoverflow.com

https://twitter.com/betanalpha/status/1026619046626828288?ref_src=twsrc%5Etfw

twitter.com

https://github.com/ShuaiW

github.com

https://t.co/kzxZiuBfmm

t.co