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Napkin Problem 18: Neural Network From Scratch

Simon Eskildsen · published 3 January 2022

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First cited: 26 May 2020
Most recent: 26 May 2020
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Links from this post: 17
Words captured: 7,634

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sachinsu.github.io

Generative AI, Machine Learning Read at the source ↗

26 May 2020

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https://www.listennotes.com/podcasts/the-twiml-ai/systems-and-software-for-xolUkM23Gb0/

listennotes.com

https://colab.research.google.com/drive/1YRp9k_ORH4wZMqXLNkc3Ir5w4B5f-8Pa?usp=sharing

colab.research.google.com

https://en.wikipedia.org/wiki/Universal_approximation_theorem

en.wikipedia.org

https://en.wikipedia.org/wiki/Mean_squared_error

en.wikipedia.org

https://pytorch.org/docs/1.9.1/generated/torch.Tensor.backward.html

pytorch.org

http://yann.lecun.com/exdb/mnist/

yann.lecun.com

https://en.wikipedia.org/wiki/Activation_function

en.wikipedia.org

https://pytorch.org/docs/stable/tensors.html

pytorch.org

https://pytorch.org/docs/stable/notes/cuda.html

pytorch.org

https://s3.amazonaws.com/fast-ai-imageclas/mnist_png.tgz

s3.amazonaws.com

https://pillow.readthedocs.io/en/stable/

pillow.readthedocs.io

http://neuralnetworksanddeeplearning.com/

neuralnetworksanddeeplearning.com

https://www.vegardstikbakke.com/

vegardstikbakke.com

https://www.flyingcroissant.ca/

flyingcroissant.ca

https://thundergolfer.com/

thundergolfer.com

https://lastweekin.ai/p/gpt-3-is-no-longer-the-only-game

lastweekin.ai

https://www.youtube.com/watch?v=aircAruvnKk

youtube.com