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slds-lmu / paper_2019_multiobjective_rfms

High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions
https://github.com/smilesun/tex_2018_intellisys2019_fmoboms
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t-sne visualization of high dimensional clusters #25

Open smilesun opened 5 years ago

smilesun commented 5 years ago

pca's first pc can only explain 16% variance. maybe tsne is better?

https://www.analyticsvidhya.com/blog/2017/01/t-sne-implementation-r-python/

https://cran.r-project.org/web/packages/tsne/tsne.pdf

pfistfl commented 5 years ago

tsne_clusters.pdf

smilesun commented 5 years ago

can we have a tsne plot to the geo dataset ?

pfistfl commented 5 years ago

geo_tsne.pdf

pfistfl commented 5 years ago

This looks way better

smilesun commented 5 years ago

@pfistfl , can you wrote a function for the tnse so one could use easily to generate the plot?