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.gitignore
.gitignore
 
 
00_Viz_Neurons_on_2D_toy_regression.ipynb
00_Viz_Neurons_on_2D_toy_regression.ipynb
 
 
01_Patch_dot_product_vs_angle_vs_distance.ipynb
01_Patch_dot_product_vs_angle_vs_distance.ipynb
 
 
02_Voronoi_diagram_vector_vs_point_viz.ipynb
02_Voronoi_diagram_vector_vs_point_viz.ipynb
 
 
03_Metrics_on_FMNIST_classification_benchmark_using_LN-BN.ipynb
03_Metrics_on_FMNIST_classification_benchmark_using_LN-BN.ipynb
 
 
04_Metrics_on_CIFAR_CNN_block.ipynb
04_Metrics_on_CIFAR_CNN_block.ipynb
 
 
05_Specific_invex_functions_contours_viz.ipynb
05_Specific_invex_functions_contours_viz.ipynb
 
 
06_Double_Hellix_Umap_viz_dist_vs_linear.ipynb
06_Double_Hellix_Umap_viz_dist_vs_linear.ipynb
 
 
07_Viz_Activation_Metric_Local_UMAP_FMNIST.ipynb
07_Viz_Activation_Metric_Local_UMAP_FMNIST.ipynb
 
 
08_Inverse_tringulation_from_angle.ipynb
08_Inverse_tringulation_from_angle.ipynb
 
 
09_Convex_function_to_convex_contour_distance.ipynb
09_Convex_function_to_convex_contour_distance.ipynb
 
 
10_Invex_function_to_contour_distance.ipynb
10_Invex_function_to_contour_distance.ipynb
 
 
11_Triangle_inequality_Generalized_metric_properties.ipynb
11_Triangle_inequality_Generalized_metric_properties.ipynb
 
 
12_Metric_Transform_OverFitting_2Layer_FMNIST.ipynb
12_Metric_Transform_OverFitting_2Layer_FMNIST.ipynb
 
 
13_MetricTransf_visualize_local_neuron.ipynb
13_MetricTransf_visualize_local_neuron.ipynb
 
 
14_MaT_residual_DTeSM_2D_viz.ipynb
14_MaT_residual_DTeSM_2D_viz.ipynb
 
 
15.0_Train_2l_dtMLP_wo_bias_adv_benchmark.ipynb
15.0_Train_2l_dtMLP_wo_bias_adv_benchmark.ipynb
 
 
15.1_Attack_dtMLP_adv_signal_magnitude_wo_bias.ipynb
15.1_Attack_dtMLP_adv_signal_magnitude_wo_bias.ipynb
 
 
15.2_Evaluate_2l_dtMLP_adversarials.ipynb
15.2_Evaluate_2l_dtMLP_adversarials.ipynb
 
 
16_UmapperGD_epsilonDist_dev.ipynb
16_UmapperGD_epsilonDist_dev.ipynb
 
 
17_Fitting_2Layer_FMNIST_noisy_centroid_selection.ipynb
17_Fitting_2Layer_FMNIST_noisy_centroid_selection.ipynb
 
 
18.0_DTeSM_simple_epsilonHighwayNet_2D_greedy_learning.ipynb
18.0_DTeSM_simple_epsilonHighwayNet_2D_greedy_learning.ipynb
 
 
18.1_DTeSM_simple_residual_andMLP_2D_greedy_learning.ipynb
18.1_DTeSM_simple_residual_andMLP_2D_greedy_learning.ipynb
 
 
README.md
README.md
 
 
dtnnlib.py
dtnnlib.py
 
 
resnet_cifar.py
resnet_cifar.py
 
 

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Metric as Transform: Exploring beyond Affine Transform for Interpretable Neural Network

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Run the notebooks sequentially.

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