omicverse.fm.interpret_results

omicverse.fm.interpret_results(adata_path, task, output_dir=None, generate_umap=True, color_by=None)[source]

Generate QA metrics and visualizations for model results.

Parameters:
  • adata_path (str) – Path to .h5ad file with model outputs.

  • task (str) – Task that was executed.

  • output_dir (str, optional) – Directory for visualization outputs.

  • generate_umap (bool) – Whether to generate UMAP visualizations.

  • color_by (list[str], optional) – List of obs columns to color UMAP by.

Returns:

QA metrics, visualization paths, and warnings.

Return type:

dict