This site is built with fastpages, I use it as a page for paper summaries and hope it helps others as well.

Posts

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  Fastai Course DL from the Foundations Callbacks and Learning Rate Finder

  Exceptions for Callbacks and Learning Rate finder (Lesson 3 Part 2)

  Apr 10, 2020

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  Fastai Course DL From the Foundations CUDA Hooks

  Using Cuda Hooks (Lesson 3 Part 3)

  Apr 9, 2020

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  Fastai Course DL from the Foundations Callbacks and __dunder__

  Callbacks and __dunder__ Deep Dive (Lesson 3 Part 1)

  Apr 7, 2020

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  Delving Deep into Rectifiers a summary

  Using initialization and a LReLu inspired activation function to reach superhuman performance on ImageNet.

  Apr 5, 2020

• Dense Net

  A summary of the Dense Net paper, the winner of the 2017 CVPR bset paper award.

  Apr 4, 2020

• Fastai DL from the Foundations Softmax, NLL, Training, Module, Dataloader, Sampler, Callbacks

  Summaries for Building Fastai Funtions from scratch (Lesson 2)

  Apr 2, 2020

• Fastai DL from the Foundations Matmul, Initalization, ReLU, Backprop, MSE

  Summaries for Building Fastai Funtions from scratch (Lesson 1)

  Apr 1, 2020