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[Preprint]. 2023 Oct 16:2023.10.11.561797. [Version 1] doi: 10.1101/2023.10.11.561797
Input: X (matrix of neuronal activities) [DATA MUST BE IN ROW FORMAT]
Output: UMAP_model (contains low_d_projection, amongst other information)
1: normalize data between (0,1)*
2: UMAP_ model = UMAP(X)
*

we normalize using the global maximum and minimum of the trace set to preserve the relative difference between them