├── .gitignore ├── Examples ├── lenet_eigenvalues.py ├── multiple_minima.py └── resnet20_example.py ├── LICENSE ├── README.md ├── plots ├── 3D_plot.png ├── 3dplot_example.png ├── Contour_plot_example.png ├── minima_2d_plot_all.pdf └── minima_2d_plot_pca.pdf └── toolbox ├── Visualization.py ├── hessian_functions.py ├── nn_model.py └── trajectory_plots.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/.gitignore -------------------------------------------------------------------------------- /Examples/lenet_eigenvalues.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/Examples/lenet_eigenvalues.py -------------------------------------------------------------------------------- /Examples/multiple_minima.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/Examples/multiple_minima.py -------------------------------------------------------------------------------- /Examples/resnet20_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/Examples/resnet20_example.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/README.md -------------------------------------------------------------------------------- /plots/3D_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/plots/3D_plot.png -------------------------------------------------------------------------------- /plots/3dplot_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/plots/3dplot_example.png -------------------------------------------------------------------------------- /plots/Contour_plot_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/plots/Contour_plot_example.png -------------------------------------------------------------------------------- /plots/minima_2d_plot_all.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/plots/minima_2d_plot_all.pdf -------------------------------------------------------------------------------- /plots/minima_2d_plot_pca.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/plots/minima_2d_plot_pca.pdf -------------------------------------------------------------------------------- /toolbox/Visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/toolbox/Visualization.py -------------------------------------------------------------------------------- /toolbox/hessian_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/toolbox/hessian_functions.py -------------------------------------------------------------------------------- /toolbox/nn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/toolbox/nn_model.py -------------------------------------------------------------------------------- /toolbox/trajectory_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/GradVis/HEAD/toolbox/trajectory_plots.py --------------------------------------------------------------------------------