Index _ | A | B | C | E | F | G | L | M | P | R | S | T | U _ __call__() (maldideepkit.augment.SpectrumAugment method) __init__() (maldideepkit.attention.mlp.SpectralAttentionMLP method) (maldideepkit.augment.SpectrumAugment method) (maldideepkit.BaseSpectralClassifier method) (maldideepkit.cnn.cnn.SpectralCNN1D method) (maldideepkit.MaldiCNNClassifier method) (maldideepkit.MaldiMLPClassifier method) (maldideepkit.MaldiResNetClassifier method) (maldideepkit.MaldiTransformerClassifier method) (maldideepkit.resnet.resnet.BasicBlock1D method) (maldideepkit.resnet.resnet.SpectralResNet1D method) (maldideepkit.SpectralDataset method) (maldideepkit.transformer.transformer.MultiHeadSelfAttention method) (maldideepkit.transformer.transformer.SpectralTransformer1D method) (maldideepkit.transformer.transformer.TransformerBlock method) (maldideepkit.uncertainty.BaseUncertaintyEstimator method) (maldideepkit.uncertainty.ConformalPredictor method) (maldideepkit.uncertainty.LaplaceEstimator method) (maldideepkit.uncertainty.MCDropoutEstimator method) (maldideepkit.uncertainty.UncertaintyResult method) (maldideepkit.utils.EarlyStopping method) (maldideepkit.utils.FocalLoss method) (maldideepkit.utils.SAMOptimizer method) (maldideepkit.utils.SpectralEnsemble method) __init_subclass__() (maldideepkit.BaseSpectralClassifier class method) A aleatoric (maldideepkit.uncertainty.UncertaintyResult attribute) apply_cutmix() (in module maldideepkit.augment) apply_mixup() (in module maldideepkit.augment) B BaseSpectralClassifier (class in maldideepkit) BaseUncertaintyEstimator (class in maldideepkit.uncertainty) BasicBlock1D (class in maldideepkit.resnet.resnet) C calibrate() (maldideepkit.uncertainty.ConformalPredictor method) (maldideepkit.uncertainty.LaplaceEstimator method) ConformalPredictor (class in maldideepkit.uncertainty) E EarlyStopping (class in maldideepkit.utils) epistemic (maldideepkit.uncertainty.UncertaintyResult attribute) extra_repr() (maldideepkit.utils.FocalLoss method) F find_lr() (in module maldideepkit.utils) first_step() (maldideepkit.utils.SAMOptimizer method) fit() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.MaldiMLPClassifier method) (maldideepkit.utils.SpectralEnsemble method) fit_temperature() (in module maldideepkit.utils) FocalLoss (class in maldideepkit.utils) forward() (maldideepkit.attention.mlp.SpectralAttentionMLP method) (maldideepkit.cnn.cnn.SpectralCNN1D method) (maldideepkit.resnet.resnet.BasicBlock1D method) (maldideepkit.resnet.resnet.SpectralResNet1D method) (maldideepkit.transformer.transformer.MultiHeadSelfAttention method) (maldideepkit.transformer.transformer.SpectralTransformer1D method) (maldideepkit.transformer.transformer.TransformerBlock method) (maldideepkit.utils.FocalLoss method) from_spectrum() (maldideepkit.MaldiCNNClassifier class method) (maldideepkit.MaldiMLPClassifier class method) (maldideepkit.MaldiResNetClassifier class method) (maldideepkit.MaldiTransformerClassifier class method) G get_attention_weights() (maldideepkit.MaldiMLPClassifier method) get_metadata_routing() (maldideepkit.BaseSpectralClassifier method) get_params() (maldideepkit.BaseSpectralClassifier method) L LaplaceEstimator (class in maldideepkit.uncertainty) load() (maldideepkit.BaseSpectralClassifier class method) (maldideepkit.utils.SpectralEnsemble class method) M make_loaders() (in module maldideepkit) MaldiCNNClassifier (class in maldideepkit) MaldiMLPClassifier (class in maldideepkit) MaldiResNetClassifier (class in maldideepkit) MaldiTransformerClassifier (class in maldideepkit) MCDropoutEstimator (class in maldideepkit.uncertainty) metadata (maldideepkit.uncertainty.UncertaintyResult attribute) method (maldideepkit.uncertainty.UncertaintyResult attribute) MultiHeadSelfAttention (class in maldideepkit.transformer.transformer) P predict() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.utils.SpectralEnsemble method) predict_proba() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.utils.SpectralEnsemble method) predict_with_uncertainty() (maldideepkit.uncertainty.BaseUncertaintyEstimator method) (maldideepkit.uncertainty.ConformalPredictor method) (maldideepkit.uncertainty.LaplaceEstimator method) (maldideepkit.uncertainty.MCDropoutEstimator method) predictions (maldideepkit.uncertainty.UncertaintyResult attribute) proba_mean (maldideepkit.uncertainty.UncertaintyResult attribute) R resolve_device() (in module maldideepkit.utils) S SAMOptimizer (class in maldideepkit.utils) save() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.utils.SpectralEnsemble method) score() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.utils.SpectralEnsemble method) second_step() (maldideepkit.utils.SAMOptimizer method) seed_everything() (in module maldideepkit.utils) set_fit_request() (maldideepkit.BaseSpectralClassifier method) (maldideepkit.MaldiCNNClassifier method) (maldideepkit.MaldiMLPClassifier method) (maldideepkit.MaldiResNetClassifier method) (maldideepkit.MaldiTransformerClassifier method) set_params() (maldideepkit.BaseSpectralClassifier method) SpectralAttentionMLP (class in maldideepkit.attention.mlp) SpectralCNN1D (class in maldideepkit.cnn.cnn) SpectralDataset (class in maldideepkit) SpectralEnsemble (class in maldideepkit.utils) SpectralResNet1D (class in maldideepkit.resnet.resnet) SpectralTransformer1D (class in maldideepkit.transformer.transformer) SpectrumAugment (class in maldideepkit.augment) step() (maldideepkit.utils.EarlyStopping method) (maldideepkit.utils.SAMOptimizer method) T to_one_hot() (in module maldideepkit.augment) train_loop() (in module maldideepkit.utils) TransformerBlock (class in maldideepkit.transformer.transformer) tune_threshold() (in module maldideepkit.utils) U uncertainty (maldideepkit.uncertainty.UncertaintyResult attribute) UncertaintyResult (class in maldideepkit.uncertainty)
