Models

Deep learning

  • Convolutional Neural Networks
  • Generative Adversarial Networks
  • Graph Neural Networks
  • Recurrent Neural Networks
  • Transformers
  • Diffusion Models

Machine learning

  • k-Nearest Neighbours
  • Support Vector Machines
  • Decision Trees and Random Forest
  • Self-Organizing Maps
  • Naïve Bayes, Bayesian Network, Hidden Markov Models, Conditional Random Fields
  • Multi-Layer Perceptrons