Index of Docstrings
Geometric Structure
Reduced Order Modeling
GeometricMachineLearning.AutoEncoderGeometricMachineLearning.DecoderGeometricMachineLearning.EncoderGeometricMachineLearning.UnknownDecoderGeometricMachineLearning.UnknownEncoderGeometricMachineLearning.decoderGeometricMachineLearning.encoderGeometricMachineLearning.AutoEncoderLossGeometricMachineLearning.CharbonnierRelativeLossGeometricMachineLearning.CrossModalLossGeometricMachineLearning.IsometricRolloutLossGeometricMachineLearning.ParametricLossGeometricMachineLearning.ReducedLossGeometricMachineLearning.TransformerLossGeometricMachineLearning.apply_parametricGeometricMachineLearning.projection_errorGeometricMachineLearning.reduction_errorGeometricMachineLearning.HRedSysGeometricMachineLearning.NonLinearSymplecticDecoderGeometricMachineLearning.NonLinearSymplecticEncoderGeometricMachineLearning.PSDArchGeometricMachineLearning.PSDLayerGeometricMachineLearning.SymplecticDecoderGeometricMachineLearning.SymplecticEncoderGeometricMachineLearning.build_f_reducedGeometricMachineLearning.build_v_reducedSimpleSolvers.solve!
Optimizer
Layers
GeometricMachineLearning.ActivationLayerGeometricMachineLearning.ActivationLayerPGeometricMachineLearning.ActivationLayerQGeometricMachineLearning.GradientLayerGeometricMachineLearning.GradientLayerPGeometricMachineLearning.GradientLayerQGeometricMachineLearning.LinearLayerGeometricMachineLearning.LinearLayerPGeometricMachineLearning.LinearLayerQGeometricMachineLearning.SympNetLayerGeometricMachineLearning.VolumePreservingFeedForwardLayerGeometricMachineLearning.VolumePreservingLowerLayerGeometricMachineLearning.VolumePreservingUpperLayerGeometricMachineLearning.VolumePreservingAttentionGeometricMachineLearning.tensor_cayleyGeometricMachineLearning.tensor_mat_skew_sym_assignGeometricMachineLearning.MultiHeadAttentionGeometricMachineLearning.PositionalEncodingGeometricMachineLearning.positional_encodingGeometricMachineLearning.LinearSymplecticAttentionGeometricMachineLearning.LinearSymplecticAttentionPGeometricMachineLearning.LinearSymplecticAttentionQGeometricMachineLearning.MatrixSoftmaxGeometricMachineLearning.SymplecticAttentionGeometricMachineLearning.SymplecticAttentionPGeometricMachineLearning.SymplecticAttentionQGeometricMachineLearning.VectorSoftmaxGeometricMachineLearning.InverseGradientLayerGeometricMachineLearning.InverseGradientLayerPGeometricMachineLearning.InverseGradientLayerQGeometricMachineLearning.InverseSymplecticAttentionGeometricMachineLearning.InverseSymplecticAttentionPGeometricMachineLearning.InverseSymplecticAttentionQGeometricMachineLearning.TransposePSDLayerGeometricMachineLearning.inverse_layerGeometricMachineLearning.CanonicalSlotLayerGeometricMachineLearning.CanonicalSortLayerGeometricMachineLearning.InverseCanonicalSlotLayerGeometricMachineLearning.InversePairwiseSymplecticLayerPGeometricMachineLearning.InversePairwiseSymplecticLayerQGeometricMachineLearning.InvertCanonicalSortLayerGeometricMachineLearning.PairwiseSymplecticLayerGeometricMachineLearning.PairwiseSymplecticLayerPGeometricMachineLearning.PairwiseSymplecticLayerQGeometricMachineLearning.SymmetricSymplecticAutoencoderGeometricMachineLearning.BilinearStiefelLayerGeometricMachineLearning.DecodeLowRankStiefelLayerGeometricMachineLearning.FastDLRATraceLossGeometricMachineLearning.LowRankStiefelLayerGeometricMachineLearning.TransposeBilinearStiefelLayerSimpleSolvers.solve!
Architectures
GeometricMachineLearning.MultiModalSymplecticAutoencoderGeometricMachineLearning.SymplecticAutoencoderGeometricMachineLearning.WeightTiedSymplecticAutoencoderGeometricMachineLearning.decodeGeometricMachineLearning.encodeGeometricMachineLearning.translateGeometricMachineLearning.NeuralNetworkIntegratorGeometricMachineLearning.ParametricResNetGeometricMachineLearning.ParametricResNetLayerGeometricMachineLearning.ResNetGeometricMachineLearning.ResNetLayerGeometricMachineLearning.TransformerIntegratorGeometricMachineLearning.WideResNetLayerGeometricBase.integrateGeometricBase.integrateGeometricMachineLearning.concatenate_array_with_parametersGeometricMachineLearning.flatten_system_parametersGeometricMachineLearning.ForcedSympNetGeometricMachineLearning.ForcingLayerGeometricMachineLearning.ForcingLayerPGeometricMachineLearning.ForcingLayerQGeometricMachineLearning.ForcingLayerQPGeometricMachineLearning.GSympNetGeometricMachineLearning.LASympNetGeometricMachineLearning.SympNetGeometricMachineLearning.check_forcing_typeGeometricMachineLearning.VolumePreservingFeedForwardGeometricMachineLearning.ClassificationLayerGeometricMachineLearning.ClassificationTransformerGeometricMachineLearning.StandardTransformerIntegratorGeometricMachineLearning.TransformerGeometricMachineLearning.VolumePreservingTransformerGeometricMachineLearning.LinearSymplecticTransformerGeometricMachineLearning.SymplecticTransformer