Index of Docstrings
Geometric Structure
Reduced Order Modeling
GeometricMachineLearning.AutoEncoderGeometricMachineLearning.DecoderGeometricMachineLearning.EncoderGeometricMachineLearning.UnknownDecoderGeometricMachineLearning.UnknownEncoderGeometricMachineLearning.decoderGeometricMachineLearning.encoderGeometricMachineLearning.AutoEncoderLossGeometricMachineLearning.ReducedLossGeometricMachineLearning.TransformerLossGeometricMachineLearning.projection_errorGeometricMachineLearning.reduction_errorGeometricMachineLearning.HRedSysGeometricMachineLearning.NonLinearSymplecticDecoderGeometricMachineLearning.NonLinearSymplecticEncoderGeometricMachineLearning.PSDArchGeometricMachineLearning.PSDLayerGeometricMachineLearning.SymplecticDecoderGeometricMachineLearning.SymplecticEncoderGeometricMachineLearning.build_f_reducedGeometricMachineLearning.build_v_reducedSimpleSolvers.solve!
Optimizer
GeometricMachineLearning.OptimizerGeometricMachineLearning.optimization_step!GeometricMachineLearning.optimize_for_one_epoch!
Layers
GeometricMachineLearning.ActivationLayerGeometricMachineLearning.ActivationLayerPGeometricMachineLearning.ActivationLayerQGeometricMachineLearning.GradientLayerGeometricMachineLearning.GradientLayerPGeometricMachineLearning.GradientLayerQGeometricMachineLearning.LinearLayerGeometricMachineLearning.LinearLayerPGeometricMachineLearning.LinearLayerQGeometricMachineLearning.SympNetLayerGeometricMachineLearning.VolumePreservingFeedForwardLayerGeometricMachineLearning.VolumePreservingLowerLayerGeometricMachineLearning.VolumePreservingUpperLayerGeometricMachineLearning.VolumePreservingAttentionGeometricMachineLearning.tensor_mat_skew_sym_assignGeometricMachineLearning.MultiHeadAttentionGeometricMachineLearning.LinearSymplecticAttentionGeometricMachineLearning.LinearSymplecticAttentionPGeometricMachineLearning.LinearSymplecticAttentionQGeometricMachineLearning.MatrixSoftmaxGeometricMachineLearning.SymplecticAttentionGeometricMachineLearning.SymplecticAttentionPGeometricMachineLearning.SymplecticAttentionQGeometricMachineLearning.VectorSoftmax
Architectures
NeuralNetworkParameters.loadNeuralNetworkParameters.loadNeuralNetworkParameters.saveNeuralNetworkParameters.saveGeometricMachineLearning.SymplecticAutoencoderGeometricMachineLearning.NeuralNetworkIntegratorGeometricMachineLearning.ResNetGeometricMachineLearning.ResNetLayerGeometricMachineLearning.TransformerIntegratorBase.iterateBase.iterateGeometricMachineLearning.GeneralizedHamiltonianArchitectureGeometricMachineLearning.HNNLossGeometricMachineLearning.HamiltonianArchitectureGeometricMachineLearning.StandardHamiltonianArchitectureSymbolicNeuralNetworks.SymbolicPullbackGeometricMachineLearning._get_contentsGeometricMachineLearning._get_paramsGeometricMachineLearning._processingGeometricMachineLearning.hamiltonian_vector_fieldGeometricMachineLearning.symbolic_hamiltonian_vector_fieldGeometricMachineLearning.GSympNetGeometricMachineLearning.LASympNetGeometricMachineLearning.SympNetGeometricMachineLearning.VolumePreservingFeedForwardGeometricMachineLearning.ClassificationLayerGeometricMachineLearning.ClassificationTransformerGeometricMachineLearning.StandardTransformerIntegratorGeometricMachineLearning.TransformerGeometricMachineLearning.assign_output_estimateGeometricMachineLearning.VolumePreservingTransformerGeometricMachineLearning.LinearSymplecticTransformerGeometricMachineLearning.SymplecticTransformer
Transformers with Structure
Learning Nonlinear Spaces
Data Loader
GeometricMachineLearning.BatchGeometricMachineLearning.BatchGeometricMachineLearning.BatchGeometricMachineLearning.DataLoaderGeometricMachineLearning.accuracyGeometricMachineLearning.convert_input_and_batch_indices_to_arrayGeometricMachineLearning.number_of_batches
Tensors and Pullbacks
GeometricMachineLearning.mat_tensor_mulGeometricMachineLearning.mat_tensor_mul!GeometricMachineLearning.mat_tensor_mul!GeometricMachineLearning.mat_tensor_mul!GeometricMachineLearning.mat_tensor_mul!GeometricMachineLearning.mat_tensor_mul!GeometricMachineLearning.tensor_mat_mulGeometricMachineLearning.tensor_mat_mul!GeometricMachineLearning.tensor_mat_mul!GeometricMachineLearning.ZygotePullback