Welcome to Yayun Liu's Blog!

• Self-attention

  2024-08-13

  NLP  deep-learning

  self-attention
  This post discusses the self-attention algorithm.
  Read All

  ---

• Natural Language Processing 0.2.0: Back Propagation Through Time (BPTT)

  2024-08-06

  NLP  deep-learning

  BPTT
  This post discusses the back propagation through time (BPTT).
  Read All

  ---

• Natural Language Processing 0.1.0: Recurrent Neural Networks (RNN)

  2024-08-01

  NLP  deep-learning

  RNN
  This post discusses the recurrent neural networks.
  Read All

  ---

• Natural Language Processing 0.0.2: Word Embeddings

  2024-08-01

  NLP  deep-learning

  word-embeddings
  This post discusses word embeddings and the methods of using word embeddings.
  Read All

  ---

• Natural Language Processing 0.0.1: Tokenization

  2024-07-26

  NLP  deep-learning

  NLP  tokenization
  This post covers tokenization and building a vector representation of a statement.
  Read All

  ---

• Deep Learning 4.0.3: Case studies in CNN

  2024-06-29

  machine-learning  deep-learning

  CNN
  This post shows some case studies in CNN such as LeNet-5, AlexNet, VGG, ResNet, and GoogleNet.
  Read All

  ---

• Deep Learning 4.0.2: The Convolution Layer

  2024-06-28

  machine-learning  deep-learning

  CNN
  This post explains the convolution layer in CNN.
  Read All

  ---

• Deep Learning 4.0.1: CNN Architecture

  2024-06-28

  machine-learning  deep-learning

  CNN
  This post shows the architecture of CNN.
  Read All

  ---

• Deep Learning 4.0.0: Convolutional Neural Network (CNN)

  2024-05-31

  machine-learning  deep-learning

  CNN
  This post explains the key concepts involved at Convolutional Neural Network (CNN).
  Read All

  ---

• Deep Learning 3.2.0: Neural Networks 101

  2024-05-23

  machine-learning  deep-learning

  neural-networks
  This post contains a slide deck that explains basic concepts of Machine Learning with a focus on Nueural Networks.
  Read All

  ---