Index of Docstrings
Manifolds
GeometricMachineLearning.ManifoldBase.randBase.randGeometricMachineLearning.geodesicGeometricMachineLearning.GrassmannManifoldGeometricMachineLearning.StiefelManifoldGeometricMachineLearning.StiefelProjectionGeometricMachineLearning.metricGeometricMachineLearning.metricGeometricMachineLearning.rgradGeometricMachineLearning.rgradGeometricMachineLearning.ΩGeometricMachineLearning.ΩBase.MatrixGeometricMachineLearning.AbstractLieAlgHorMatrixGeometricMachineLearning.GlobalSectionGeometricMachineLearning.GrassmannLieAlgHorMatrixGeometricMachineLearning.GrassmannLieAlgHorMatrixGeometricMachineLearning.StiefelLieAlgHorMatrixGeometricMachineLearning.StiefelLieAlgHorMatrixBase.:*GeometricMachineLearning.apply_sectionGeometricMachineLearning.apply_section!GeometricMachineLearning.global_repGeometricMachineLearning.global_sectionGeometricMachineLearning.global_section
Geometric Structure
Reduced Order Modeling
GeometricMachineLearning.AutoEncoderGeometricMachineLearning.DecoderGeometricMachineLearning.EncoderGeometricMachineLearning.UnknownDecoderGeometricMachineLearning.UnknownEncoderGeometricMachineLearning.decoderGeometricMachineLearning.encoderGeometricMachineLearning.AutoEncoderLossGeometricMachineLearning.FeedForwardLossGeometricMachineLearning.ReducedLossGeometricMachineLearning.TransformerLossGeometricMachineLearning.projection_errorGeometricMachineLearning.reduction_errorGeometricMachineLearning.HRedSysGeometricMachineLearning.NonLinearSymplecticDecoderGeometricMachineLearning.NonLinearSymplecticEncoderGeometricMachineLearning.PSDArchGeometricMachineLearning.PSDLayerGeometricMachineLearning.SymplecticDecoderGeometricMachineLearning.SymplecticEncoderGeometricMachineLearning.build_f_reducedGeometricMachineLearning.build_v_reducedGeometricMachineLearning.solve!
General Framework for Manifold Optimization
GeometricMachineLearning.OptimizerGeometricMachineLearning.optimization_step!GeometricMachineLearning.optimize_for_one_epoch!GeometricMachineLearning.cayleyGeometricMachineLearning.cayleyGeometricMachineLearning.cayleyGeometricMachineLearning.geodesicGeometricMachineLearning.geodesicGeometricMachineLearning.𝔄GeometricMachineLearning.𝔄
Optimizer Methods
GeometricMachineLearning.AbstractCacheGeometricMachineLearning.AdamCacheGeometricMachineLearning.AdamOptimizerGeometricMachineLearning.AdamOptimizerWithDecayGeometricMachineLearning.GradientCacheGeometricMachineLearning.GradientOptimizerGeometricMachineLearning.MomentumCacheGeometricMachineLearning.MomentumOptimizerGeometricMachineLearning.OptimizerMethodAbstractNeuralNetworks.update!GeometricMachineLearning.BFGSCacheGeometricMachineLearning.BFGSOptimizerAbstractNeuralNetworks.update!Base.vec
Layers
GeometricMachineLearning.ActivationLayerGeometricMachineLearning.ActivationLayerPGeometricMachineLearning.ActivationLayerQGeometricMachineLearning.GradientLayerGeometricMachineLearning.GradientLayerPGeometricMachineLearning.GradientLayerQGeometricMachineLearning.LinearLayerGeometricMachineLearning.LinearLayerPGeometricMachineLearning.LinearLayerQGeometricMachineLearning.SympNetLayerGeometricMachineLearning.VolumePreservingFeedForwardLayerGeometricMachineLearning.VolumePreservingLowerLayerGeometricMachineLearning.VolumePreservingUpperLayerGeometricMachineLearning.VolumePreservingAttentionGeometricMachineLearning.tensor_mat_skew_sym_assignGeometricMachineLearning.MultiHeadAttentionGeometricMachineLearning.LinearSymplecticAttentionGeometricMachineLearning.LinearSymplecticAttentionPGeometricMachineLearning.LinearSymplecticAttentionQ
Architectures
GeometricMachineLearning.SymplecticAutoencoderGeometricMachineLearning.NeuralNetworkIntegratorGeometricMachineLearning.ResNetGeometricMachineLearning.ResNetLayerGeometricMachineLearning.TransformerIntegratorBase.iterateBase.iterateGeometricMachineLearning.GSympNetGeometricMachineLearning.LASympNetGeometricMachineLearning.SympNetGeometricMachineLearning.VolumePreservingFeedForwardGeometricMachineLearning.ClassificationTransformerGeometricMachineLearning.StandardTransformerIntegratorGeometricMachineLearning.TransformerGeometricMachineLearning.assign_output_estimateGeometricMachineLearning.VolumePreservingTransformerGeometricMachineLearning.LinearSymplecticTransformer
Transformers with Structure
GeometricMachineLearning.ClassificationLayerGeometricMachineLearning.accuracyGeometricMachineLearning.onehotbatchGeometricMachineLearning.split_and_flattenGeometricMachineLearning.DummyNNIntegratorGeometricMachineLearning.DummyTransformer
Learning Nonlinear Spaces
Data Loader
GeometricMachineLearning.BatchGeometricMachineLearning.BatchGeometricMachineLearning.BatchGeometricMachineLearning.DataLoaderGeometricMachineLearning.convert_input_and_batch_indices_to_arrayGeometricMachineLearning.number_of_batches
Special Arrays, Tensors and Pullbacks
GeometricMachineLearning.AbstractTriangularGeometricMachineLearning.LowerTriangularGeometricMachineLearning.LowerTriangularGeometricMachineLearning.SkewSymMatrixGeometricMachineLearning.SkewSymMatrixGeometricMachineLearning.SymmetricMatrixGeometricMachineLearning.SymmetricMatrixGeometricMachineLearning.UpperTriangularGeometricMachineLearning.UpperTriangularBase.vecBase.vecGeometricMachineLearning.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