sc_reconstruction.utils.inst_model_from_checkpoint#

sc_reconstruction.utils.inst_model_from_checkpoint(model_name, checkpoint_file, checkpoint_path, additional_params=None)[source]#

Load a model from a checkpoint file, inferring the architecture from the filename

Args:

model_name: Name of the model (e.g., ‘scVI’, ‘PCA’) checkpoint_path: Path to the checkpoint file additional_params: Additional parameters to pass to the model constructor

Returns:

Loaded model

Parameters:

  • model_name (str)

  • checkpoint_file (str)

  • checkpoint_path (str)

  • additional_params (Dict[str, Any] | None)

Return type:

Any