omicverse.datasets.blobs

omicverse.datasets.blobs(n_variables=11, n_centers=5, cluster_std=1.0, n_observations=640, random_state=0)[source]

Gaussian Blobs dataset.

Parameters:

  • n_variables (int) – Feature dimension of generated data.

  • n_centers (int) – Number of Gaussian cluster centers.

  • cluster_std (float) – Standard deviation of each Gaussian cluster.

  • n_observations (int) – Number of synthetic observations (cells).

  • random_state (int) – Random seed passed to sklearn data generation.

Returns:

Synthetic AnnData with obs['blobs'] storing cluster labels.

Return type:

AnnData