├── .gitignore ├── AUTHORS ├── CHANGELOG.md ├── LICENSE ├── README.md ├── animation ├── ManimNeighborLoader.mp4 ├── README.md ├── cnn_animation.mp4 ├── normal_manifold_animation.mp4 ├── se3_animation.mp4 ├── se3_visualization.mp4 ├── so2_animation.mp4 ├── so3_animation.mp4 ├── so4_animation.mp4 └── statistical_manifold_animation.mp4 ├── images ├── Conv_Block.png ├── Conv_Network.png ├── Convolution_Mirror.png ├── GNN_Block.png ├── GNN_Builder.png ├── GeometricLearning.png ├── Geometric_Distribution.png ├── Geometric_Learning_Modules_Diagram.png ├── GitHub_Banner_Play.png ├── Kalman_Filter.png ├── Lie_Manifold.png ├── MLP_Block.png ├── MLP_Builder.png ├── MLP_Network.png ├── Manifold_Tgt_Space.png ├── Neural_Block_Hierarchy.jpg ├── Neural_Model_Hierarchy.png ├── ParallelTransport.png ├── README_Banner.png ├── ReadMeBanner.png ├── ReadMe_disclaimer.png ├── Statistical_Manifold.png └── Under_construction.png ├── play ├── README.md ├── __init__.py ├── cf_statistical_manifold_play.py ├── featured_cell_complex_play.py ├── featured_hypergraph_play.py ├── featured_simplicial_complex_play.py ├── fisher_rao_play.py ├── gnn_memory_monitor_play.py ├── gnn_training_play.py ├── gnn_tuning_play.py ├── graph_data_loader_play.py ├── graph_homophily_play.py ├── graph_sage_model_play.py ├── graph_sage_vs_gcn_play.py ├── graph_to_simplicial_complex_play.py ├── lie_se3_group_play.py ├── son_group_play.py └── toponetx_play.py ├── python ├── __init__.py ├── animation │ ├── __init__.py │ ├── conv_vgroup.py │ ├── dynamic_plot.py │ ├── gnn_message_passing_scene.py │ ├── manim_neighbor_loader.py │ ├── mlp_layer_vgroup.py │ ├── mlp_layers_vgroup.py │ ├── mlp_vgroup.py │ ├── neural_config.py │ ├── neural_network_scene.py │ ├── png_to_svg.py │ ├── se3_lie_group_rotation.py │ ├── so3_lie_group_on_sphere.py │ ├── sphere_tangent_plane.py │ ├── test.py │ └── training_cnn.py ├── control │ ├── __init__.py │ ├── extended_kalman.py │ └── linear_kalman.py ├── dataset │ ├── __init__.py │ ├── base_loader.py │ ├── default_loader_generator.py │ ├── graph │ │ ├── __init__.py │ │ ├── graph_data_loader.py │ │ ├── graph_homophily.py │ │ ├── graph_homophily_animation.py │ │ ├── graph_visualization.py │ │ └── pyg_datasets.py │ └── tensor │ │ ├── __init__.py │ │ ├── caltech101_loader.py │ │ ├── labeled_loader.py │ │ ├── mnist_loader.py │ │ └── unlabeled_loader.py ├── deeplearning │ ├── __init__.py │ ├── animation │ │ ├── __init__.py │ │ └── message_passing_animation.py │ ├── block │ │ ├── __init__.py │ │ ├── conv │ │ │ ├── __init__.py │ │ │ ├── conv_2d_block.py │ │ │ ├── conv_3d_block.py │ │ │ ├── conv_block.py │ │ │ ├── conv_output_size.py │ │ │ ├── deconv_2d_block.py │ │ │ └── polling_block.py │ │ ├── graph │ │ │ ├── __init__.py │ │ │ ├── gcn_block.py │ │ │ ├── graph_conv_block.py │ │ │ ├── graph_sage_block.py │ │ │ └── message_passing_block.py │ │ ├── mlp │ │ │ ├── __init__.py │ │ │ ├── mlp_block.py │ │ │ └── variational_block.py │ │ └── neural_block.py │ ├── loss │ │ ├── __init__.py │ │ └── vae_kl_loss.py │ ├── model │ │ ├── __init__.py │ │ ├── conv │ │ │ ├── __init__.py │ │ │ ├── conv_2d_model.py │ │ │ ├── conv_3d_model.py │ │ │ ├── conv_model.py │ │ │ └── deconv_2d_model.py │ │ ├── generative │ │ │ ├── __init__.py │ │ │ ├── ae_model.py │ │ │ ├── denoising_vae_model.py │ │ │ └── vae_model.py │ │ ├── graph │ │ │ ├── __init__.py │ │ │ ├── graph_base_model.py │ │ │ ├── graph_conv_model.py │ │ │ └── graph_sage_model.py │ │ ├── mlp │ │ │ ├── __init__.py │ │ │ └── mlp_model.py │ │ ├── neural_model.py │ │ └── topology │ │ │ ├── SNN.py │ │ │ ├── __init__.py │ │ │ └── simplicial_conv_model.py │ └── training │ │ ├── __init__.py │ │ ├── early_stopping.py │ │ ├── eval_gconv.py │ │ ├── exec_config.py │ │ ├── gnn_training.py │ │ ├── gnn_tuning.py │ │ ├── graph_hyperparams_tuning.py │ │ ├── hyper_params.py │ │ ├── model_comparison.py │ │ ├── neural_training.py │ │ └── vae_training.py ├── geometry │ ├── __init__.py │ ├── fractal │ │ ├── __init__.py │ │ ├── fractal_dim_image.py │ │ └── fractal_dim_object.py │ ├── information_geometry │ │ ├── __init__.py │ │ ├── beta_hypersphere.py │ │ ├── cf_statistical_manifold.py │ │ ├── fisher_rao.py │ │ ├── geometric_distribution.py │ │ └── normal_hypersphere.py │ ├── lie │ │ ├── __init__.py │ │ ├── animation │ │ │ ├── 3D projection.py │ │ │ ├── __init__.py │ │ │ ├── se3_animation.py │ │ │ ├── so2_animation.py │ │ │ ├── so3_animation.py │ │ │ ├── so4_animation.py │ │ │ └── so4_animation_scatter.py │ │ ├── lie_se3_group.py │ │ ├── lie_so3_group.py │ │ ├── se3_visualization.py │ │ └── son_group.py │ ├── manifold │ │ ├── Riemannian_connection.py │ │ ├── __init__.py │ │ ├── binary_lr_manifold.py │ │ ├── euclidean_space.py │ │ ├── frechet_estimator.py │ │ ├── function_space.py │ │ ├── geometric_space.py │ │ ├── hypersphere_space.py │ │ ├── kendall_space.py │ │ ├── kmeans_on_manifold.py │ │ ├── manifold_pca.py │ │ └── manifold_point.py │ └── visualization │ │ ├── euclidean_plot.py │ │ ├── hypersphere_plot.py │ │ ├── manifold_plot.py │ │ ├── so3_plot.py │ │ └── space_visualization.py ├── input │ ├── Animation_logo.png │ ├── items.csv │ ├── items.json │ └── locations.csv ├── mcmc │ ├── __init__.py │ ├── mcmc.py │ ├── metropolis_hastings.py │ └── proposal_distribution.py ├── metric │ ├── __init__.py │ ├── built_in_metric.py │ ├── metric.py │ ├── metric_type.py │ └── performance_metrics.py ├── plots │ ├── __init__.py │ ├── gnn_plotter.py │ ├── gwalker.py │ ├── metric_plotter.py │ ├── plotter.py │ └── tree_structure.py ├── topology │ ├── __init__.py │ ├── cell │ │ ├── __init__.py │ │ ├── featured_cell.py │ │ └── featured_cell_complex.py │ ├── complex_laplacian.py │ ├── featured_complex.py │ ├── hodge_spectrum_configuration.py │ ├── hypergraph │ │ ├── __init__.py │ │ ├── featured_hyperedge.py │ │ └── featured_hypergraph.py │ ├── networkx_graph.py │ └── simplicial │ │ ├── __init__.py │ │ ├── featured_simplex.py │ │ ├── featured_simplicial_complex.py │ │ ├── graph_to_simplicial_complex.py │ │ ├── simplicial_animation.py │ │ └── simplicial_visualization.py └── util │ ├── __init__.py │ ├── async_http_post.py │ ├── base_animation.py │ ├── ein_sum.py │ ├── http_post.py │ ├── image_tensor.py │ ├── io_util.py │ ├── monitor_memory_device.py │ ├── perf_eval.py │ ├── profiler.py │ ├── raytune.py │ ├── s3util.py │ ├── string_encoding.py │ ├── tech_region_generator.py │ ├── test_fire.py │ ├── timeit.py │ └── tsne.py ├── requirements.txt └── tests ├── __init__.py ├── control ├── __init__.py ├── extended_kalman_test.py └── linear_kalman_test.py ├── dataset ├── __init__.py ├── graph │ ├── __init__.py │ ├── graph_data_loader_test.py │ ├── graph_homophily_test.py │ └── pyg_datasets_test.py └── tensor │ ├── __init__.py │ ├── caltech101_loader_test.py │ ├── labeled_loader_test.py │ ├── mnist_loader_test.py │ └── unlabeled_loader_test.py ├── deeplearning ├── __init__.py ├── block │ ├── __init__.py │ ├── conv │ │ ├── __init__.py │ │ ├── conv_2d_block_test.py │ │ ├── conv_block_test.py │ │ ├── deconv_2d_block_test.py │ │ └── output_conv_size_test.py │ ├── graph │ │ ├── __init__.py │ │ ├── graph_conv_block_test.py │ │ ├── graph_sage_block_test.py │ │ ├── message_passing_animation.py │ │ ├── message_passing_block_test.py │ │ └── mp_anim.py │ └── mlp │ │ ├── __init__.py │ │ ├── mlp_block_test.py │ │ └── variational_block_test.py ├── loss │ ├── __init__.py │ └── vae_kl_loss_test.py ├── model │ ├── __init__.py │ ├── conv │ │ ├── __init__.py │ │ ├── conv_model_test.py │ │ └── deconv_model_test.py │ ├── generative │ │ ├── __init__.py │ │ ├── ae_model_test.py │ │ ├── denoising_vae_model_test.py │ │ └── vae_model_test.py │ ├── graph │ │ ├── __init__.py │ │ ├── graph_conv_model_test.py │ │ ├── graph_sage_model_test.py │ │ ├── message_passing_model_test.py │ │ └── simple_gconv_test.py │ ├── mlp │ │ ├── __init__.py │ │ └── mlp_model_test.py │ └── topology │ │ └── __init__.py └── training │ ├── __init__.py │ ├── exec_config_test.py │ ├── flickr_test.py │ ├── gconv_training_test.py │ ├── gnn_training_test.py │ ├── hyper_params_test.py │ ├── model_comparison_test.py │ ├── neural_training_test.py │ └── vae_training_test.py ├── geometry ├── __init__.py ├── fractal │ ├── __init__.py │ ├── fractal_dim_image_test.py │ └── fractal_dim_object_test.py ├── information_geometry │ ├── __init__.py │ ├── beta_hypersphere_test.py │ ├── cf_statistical_manifold_test.py │ ├── fisher_rao_test.py │ └── normal_hypersphere_test.py ├── lie │ ├── __init__.py │ ├── lie_se3_group_test.py │ ├── lie_so3_group_test.py │ ├── se3_visualization_test.py │ └── son_group_test.py └── manifold │ ├── __init__.py │ ├── binary_lr_manifold_test.py │ ├── euclidean_space_test.py │ ├── frechet_estimator_test.py │ ├── function_space_test.py │ ├── geometric_space_test.py │ ├── hypersphere_space_test.py │ ├── kendall_space_test.py │ ├── kmeans_on_manifold_test.py │ ├── manifold_pca_test.py │ ├── manifold_point_test.py │ ├── riemannian_connection_test.py │ └── space_visualization_test.py ├── mcmc ├── __init__.py ├── metropolis_hastings_test.py └── proposal_distribution_test.py ├── metric ├── __init__.py ├── built_in_metric_test.py ├── metric_type_test.py └── performance_metrics_test.py ├── plots ├── __init__.py ├── gnn_plotter_test.py ├── graphics_test.py ├── metric_plotter_test.py └── plotter_test.py ├── topology ├── __init__.py ├── cell │ ├── __init__.py │ ├── featured_cell_complex_test.py │ └── featured_cell_test.py ├── complex_laplacian_test.py ├── hodge_spectrum_configuration_test.py ├── hypergraph │ ├── __init__.py │ ├── featured_hyperedge_test.py │ └── featured_hypergraph_test.py ├── networkx_graph_test.py └── simplicial │ ├── __init__.py │ ├── featured_simplicial_complex_test.py │ ├── graph_to_simplicial_complex_test.py │ └── simplicial_visualization_test.py └── util ├── __init__.py ├── anim ├── __init__.py ├── dynamic_plot_anim.py ├── holonomy_on_sphere_anim.py ├── mlp_demo_anim.py ├── network_fwrd_bckwd_anim.py ├── 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