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## norms.md

      
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                radekosmulski
                / norms.md
            
            
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              June 6, 2022 10:24
            
          
    Summary of Fastai.ai's in-depth discussion of types of normalization

# simulated batch of images
x = torch.rand(64, 3, 224, 224)
# or some number of layers up the convolutional stack
x = torch.rand(64, 256, 32, 32)
BatchNorm:

  
## O'Reilly Design Books (Free).md

      
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                udezekene
                / O'Reilly Design Books (Free).md
            
            
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              January 31, 2024 13:15
                — forked from augbog/Free O'Reilly Books.md
            
              
                Download the just released O'Reilly Design Books for free without e-mail signup.
              
          
    Free O'Reilly Design Books and convenient script to just download them.
HUGE thanks to O'Reilly for making this resource free.  Visit the design page if you want to learn more about the design resources. Also, they do have FREE resources for other topics like: Data, IoT, Programming, Security, Web Development, and WebOps.
Thanks @augbog for the initial gist. If you are a developer or looking for software engineering books, headover to the source of this fork.
How to use:

Take the download.sh file and put it into a directory where you want the files to be saved.
cd into the directory and make sure that it has executable permissions (chmod +x download.sh should do it)