Introduce the extend functions for dummy data - #1
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…plit volatility and correlation into shared and individual values
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orrey_extendfunction to simulate the forward evolution of a compositional community with support for sample-aware naming, multiple replicates, and technical replicate handling. This function also generates observed counts and true latent states for each simulated sample.mock_parametersfunction to generate mock parameters (initial composition, temporal dynamics matrix, and covariance matrix) for testing simulation workflows.