├── README.md ├── animations ├── anim_6pt2.gif ├── anim_6pt2.mp4 └── anim_gan.mp4 ├── data └── mean_vec.npy ├── notebooks ├── GANimation.ipynb ├── Jacot_example_animation.ipynb ├── Linearized_network.ipynb ├── anaytic_kernels.ipynb └── report.ipynb ├── plots └── 6pt2.pdf └── src ├── NTK_net.py ├── plot_6pt2.py └── util_linearized_net.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/README.md -------------------------------------------------------------------------------- /animations/anim_6pt2.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/animations/anim_6pt2.gif -------------------------------------------------------------------------------- /animations/anim_6pt2.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/animations/anim_6pt2.mp4 -------------------------------------------------------------------------------- /animations/anim_gan.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/animations/anim_gan.mp4 -------------------------------------------------------------------------------- /data/mean_vec.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/data/mean_vec.npy -------------------------------------------------------------------------------- /notebooks/GANimation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/notebooks/GANimation.ipynb -------------------------------------------------------------------------------- /notebooks/Jacot_example_animation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/notebooks/Jacot_example_animation.ipynb -------------------------------------------------------------------------------- /notebooks/Linearized_network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/notebooks/Linearized_network.ipynb -------------------------------------------------------------------------------- /notebooks/anaytic_kernels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/notebooks/anaytic_kernels.ipynb -------------------------------------------------------------------------------- /notebooks/report.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/notebooks/report.ipynb -------------------------------------------------------------------------------- /plots/6pt2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/plots/6pt2.pdf -------------------------------------------------------------------------------- /src/NTK_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/src/NTK_net.py -------------------------------------------------------------------------------- /src/plot_6pt2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/src/plot_6pt2.py -------------------------------------------------------------------------------- /src/util_linearized_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobby-he/Neural_Tangent_Kernel/HEAD/src/util_linearized_net.py --------------------------------------------------------------------------------