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Deep Learning Guide Book - Home

Implementation

  • Logistic Regression From Scratch
  • Neural Network From Scratch
  • Transformer From Scratch
  • AutoGrad From Scrach

Architecture Components

  • Architecture
  • Dense Layer
  • Activation Functions
  • Loss
  • Optimization Algortihms

pytorch

  • Pytorch Basics
  • Pytorch Tensor
  • Autograd in Pytorch

Intuition

  • What is log
  • Regression Intuition
  • Classification Boundaries

Additional Docs

  • ML Guide Book
  • Reco Guide Book
  • NLP Guide Book
  • Python Guide Book
  • mightypy
  • graphpkg

Index

M | R

M

  • MODULES

R

  • README

By Nishant Baheti