Daesoo Lee's Blog

Input Target Formatting Reference: https://github.com/zhouhaoyi/Informer2020/blob/main/data/data_loader.py (refer to __getitem__(..))

Scalogram is the spectral graph by wavelet transform. Good study materials are: https://www.youtube.com/watch?v=ZnmvUCtUAEE https://www.youtube.com/watch?v=MX7ymkYGiZ0 Wavelet transform library: https://github.com/OverLordGoldDragon/ssqueezepy GitHub - OverLordGoldDragon/ssqueezepy: Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python Synchrosqueezing, wavelet transforms, ..

Architecture Explained: https://towardsdatascience.com/unet-line-by-line-explanation-9b191c76baf5 Loss function Explained: https://towardsdatascience.com/u-net-b229b32b4a71