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UMAP Article

Svelte app for interactive article about UMAP.

yarn
yarn dev

# To run individual figures standalone
yarn dev:toy
yarn dev:toy_comparison
yarn dev:cech
yarn dev:hyperparameters
yarn dev:mammoth-umap
yarn dev:mammoth-tsne

Adam TODO

  • min_dist axis match styles with text
  • change minDist to min_dist
  • transition mammoth hover on slider (maybe css transitions?) x don't rerender on hover https://svelte.dev/repl/e570baa8261f468e948e249c028e63e7?version=3.12.1
  • x avoid double renders when rotation is on
  • x bolding shifts text
  • x linked hover mammoth-tsne
  • x linked hover hyperparameters
  • x linked hover mammoth-umap
  • x linked hover fmnist
  • x linked hover toy_comparison

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Understanding the theory behind UMAP

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  • JavaScript 51.1%
  • HTML 46.4%
  • CSS 2.5%