Daesoo Lee's Blog

You can follow the following webpage: https://bit.ly/3QP48AN. The PDF version of the webpage is attached in case the webpage is closed. PyPI 등록, 나만의 패키지 만들기 나만의 명령어를 만들어보자. hey insutance! velog.io Few Notes You can skip entry_points. You can list install_requires by 1) creating requirements.txt, 2) adding the following code block in setup.py. - NB! you should change the version requirement for l..

Similar to "requirements.txt", Anaconda provides an exporting option for its environment (i.e., installed libraries) as "environment.yml". You can simply run conda env create -f environment.yml Then, you'd get something like: Reference: https://www.anaconda.com/blog/moving-conda-environments

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

Example: https://developers.google.com/machine-learning/crash-course/classification/precision-and-recall Classification: Precision and Recall | Machine Learning Crash Course | Google Developers Google is committed to advancing racial equity for Black communities. See how. Send feedback Classification: Precision and Recall Estimated Time: 9 minutes Precision Precision attempts to answer the follo..

1. https://youtu.be/j6kuz_NqkG0 2. https://youtu.be/TrdevFK_am4 3. What is the Class Token? One of the interesting things about the Vision Transformer is that the architecture uses Class Tokens. These Class Tokens are randomly initialized tokens that are prepended to the beginning of your input sequence. What is the reason for this Class Token and what does it do? Note that the Class Token is ra..