Index _ | A | B | C | D | E | F | G | L | M | N | O | P | R | S | T | U | V _ __getitem__() (scmidas.data.BasicModDataset method) (scmidas.data.MatDataset method) (scmidas.data.MultiModalDataset method) (scmidas.data.VecDataset method) __iter__() (scmidas.data.MultiBatchSampler method) (scmidas.data.MyDistributedSampler method) __len__() (scmidas.data.BasicModDataset method) (scmidas.data.MatDataset method) (scmidas.data.MultiBatchSampler method) (scmidas.data.MultiModalDataset method), [1] (scmidas.data.MyDistributedSampler method) (scmidas.data.VecDataset method) A ActivationRegistry (class in scmidas.nn) automatic_optimization (scmidas.model.MIDAS attribute) B BasicModDataset (class in scmidas.data) bernoulli_sampling() (scmidas.nn.DistributionRegistry static method) binarize() (scmidas.nn.TransformRegistry static method) C calc_consistency_loss() (scmidas.model.MIDAS static method) calc_dsc_loss() (scmidas.model.MIDAS static method) calc_kld_loss() (scmidas.model.MIDAS static method) calc_kld_z_loss() (scmidas.model.MIDAS static method) calc_recon_loss() (scmidas.model.MIDAS static method) calculate_loss() (scmidas.model.Discriminator method) configs (scmidas.model.MIDAS attribute) configure_data() (scmidas.model.MIDAS class method) configure_data_from_csv() (scmidas.model.MIDAS static method) configure_data_from_dir() (scmidas.model.MIDAS class method) configure_optimizers() (scmidas.model.MIDAS method) convert_tensor_to_list() (in module scmidas.utils) convert_tensors_to_cuda() (in module scmidas.utils) D Decoder (class in scmidas.model) detach_tensors() (in module scmidas.utils) Discriminator (class in scmidas.model) DistributionRegistry (class in scmidas.nn) download_data() (in module scmidas.data) download_file() (in module scmidas.data) dsc (scmidas.model.MIDAS attribute) E encode_batch() (scmidas.model.VAE method) Encoder (class in scmidas.model) exp() (in module scmidas.utils) (scmidas.nn.TransformRegistry static method) extract_params() (in module scmidas.utils) extract_values() (in module scmidas.utils) F filter_keys() (in module scmidas.utils) forward() (scmidas.model.Decoder method) (scmidas.model.Discriminator method) (scmidas.model.Encoder method) (scmidas.model.S_Decoder method) (scmidas.model.S_Encoder method) (scmidas.model.VAE method) (scmidas.nn.Layer1D method) (scmidas.nn.MLP method) G gen_real_data() (scmidas.model.VAE method) generate_all_combinations() (in module scmidas.utils) generate_unified_latent() (scmidas.model.VAE method) get() (scmidas.nn.ActivationRegistry method) (scmidas.nn.TransformRegistry method) get_activate() (scmidas.nn.DistributionRegistry method) get_dim_h() (scmidas.model.VAE method) get_emb_umap() (scmidas.model.MIDAS method) get_filenames() (in module scmidas.utils) get_info_from_dir() (scmidas.model.MIDAS static method) get_inverse() (scmidas.nn.TransformRegistry method) get_loss() (scmidas.nn.DistributionRegistry method) get_name_fmt() (in module scmidas.utils) get_pred_dirs() (in module scmidas.utils) get_s_joint_mods() (in module scmidas.utils) get_sampling() (scmidas.nn.DistributionRegistry method) L Layer1D (class in scmidas.nn) list_registered() (scmidas.nn.ActivationRegistry method) (scmidas.nn.DistributionRegistry method) (scmidas.nn.TransformRegistry method) load_checkpoint() (scmidas.model.MIDAS method) load_config() (in module scmidas.config) load_csv() (in module scmidas.utils) load_predicted() (in module scmidas.utils) log() (in module scmidas.utils) log1p() (scmidas.nn.TransformRegistry static method) log_losses() (scmidas.model.MIDAS method) M MatDataset (class in scmidas.data) MIDAS (class in scmidas.model) mkdir() (in module scmidas.utils) mkdirs() (in module scmidas.utils) MLP (class in scmidas.nn) module scmidas.config scmidas.data scmidas.model scmidas.nn scmidas.utils MultiBatchSampler (class in scmidas.data) MultiModalDataset (class in scmidas.data) MyDistributedSampler (class in scmidas.data) N net (scmidas.model.MIDAS attribute) (scmidas.nn.Layer1D attribute) (scmidas.nn.MLP attribute) null() (scmidas.nn.DistributionRegistry static method) (scmidas.nn.TransformRegistry static method) O on_train_end() (scmidas.model.MIDAS method) on_train_epoch_end() (scmidas.model.MIDAS method) P poe() (scmidas.model.VAE static method) poisson_sampling() (scmidas.nn.DistributionRegistry static method) predict() (scmidas.model.MIDAS method) print_info() (scmidas.model.MIDAS static method) R ref_sort() (in module scmidas.utils) register() (scmidas.nn.ActivationRegistry method) (scmidas.nn.DistributionRegistry method) (scmidas.nn.TransformRegistry method) reverse_dict() (in module scmidas.utils) reverse_trsf() (in module scmidas.utils) rmdir() (in module scmidas.utils) S S_Decoder (class in scmidas.model) S_Encoder (class in scmidas.model) sample() (scmidas.model.VAE static method) sample_gaussian() (scmidas.model.VAE static method) sample_latent() (scmidas.model.VAE method) save_checkpoint() (scmidas.model.MIDAS method) save_list_to_csv() (in module scmidas.utils) save_tensor_to_csv() (in module scmidas.utils) scmidas.config module scmidas.data module scmidas.model module scmidas.nn module scmidas.utils module T train_dataloader() (scmidas.model.MIDAS method) train_discriminator() (scmidas.model.MIDAS method) training_step() (scmidas.model.MIDAS method) TransformRegistry (class in scmidas.nn) U unzip_file() (in module scmidas.data) update_model() (scmidas.model.MIDAS static method) V VAE (class in scmidas.model) VecDataset (class in scmidas.data)
