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fluid.umap

The fluid.umap object performs Uniform Manifold Approximation and Projection (UMAP) for dimensionality reduction on a fluid.dataset. It transforms high-dimensional data (e.g., 26 values from sound segments) into a lower-dimensional representation, useful for visualization or further analysis. Parameters like numneighbours and mindist control the embedding, influencing how global or local structures are preserved.

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  • Download here.

    Open Pd and go to ToolsFind Externals. Search for flucoma and install it. Then create an object with declare -lib flucoma -path flucoma. Finally, use fluid.umap or any other object from flucoma.

  • Library developed mainly by Pierre Alexandre Tremblay, Owen Green, Alex Harker, Gerard Roma, Ted Moore, Matt, Edouard Levasseur.
  • Report Bugs/Errors here!
  • Available for .

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