Spectral Methods Mode Visualization
In this post, I study and review spectral methods in PyTorch, with special focus on visualizing the frequency modes, both for the Discrete Fourier Transform (DFT) / Fast Fourier Transform (FFT) on a regular grid and the Spherical Fourier Transform (SFT). Discrete and Fast Fourier Transform for 2D and 3D signals Mathematically, these two implement the standard Fourier transform in $\mathbb{C}^d$; In torch, there are a family of transform functions dealing with different scenarios:...