Machine Learning ml

ml.MILDataset(dd[, donor_layer, ...])	PyTorch Dataset for Multiple Instance Learning (MIL) using donor- and cell-level data from AnnData or MuData objects.
ml.mil_collate_fn(batch)	Custom collate function for MILDataset to prepare batched input for PyTorch models.
ml.DonorMILModel([n_input_donor, ...])	A PyTorch Lightning model for multiple instance learning (MIL) using donor-level and cell-level features.