config

Experiment.config: MutableMapping[str, Any] = {'cluster': {'cluster_method': 'leiden', 'cluster_name': 'clustering', 'cluster_rep': 'latent', 'leiden_resolution': 0.8, 'predict_cluster_imgs': True, 'som_kwargs': {}, 'subsample': None, 'subsample_kwargs': {}, 'umap': True}, 'data': {'data_config': None, 'dataset_name': None, 'output_channels': None}, 'evaluation': {'img_ids': 25, 'predict_imgs': True, 'predict_reps': ['latent', 'decoder'], 'split': 'val'}, 'experiment': {'dir': None, 'name': 'experiment', 'save_config': True}, 'model': {'init_with_weights': False, 'model_cls': ModelEnum.BaseAEModel, 'model_kwargs': {}}, 'training': {'batch_size': 128, 'epochs': 10, 'learning_rate': 0.001, 'loss': {'decoder': LossEnum.MSE}, 'loss_warmup_to_epoch': {}, 'loss_weights': {'decoder': 1}, 'metrics': {'decoder': LossEnum.MSE}, 'overwrite_history': True, 'save_history': True, 'save_model_weights': True}}

Experiment config, see Experiment.