athanggupte / AI-Path

List of algorithms, models, tasks and resources to learn the fundamentals of Artificial Intelligence

AI-Path

List of algorithms, models, tasks and resources to learn the fundamentals of Artificial Intelligence

Neural Architectures/Models

• Perceptron
• Feed-forward network or Fully-Connected Layer

Sequential models

• Recurrent Neural Network
• GRU
• LSTM
• Attention Networks
• Transformer

Convolutional models

• Convolutional Neural Network
• R-CNN
• Feature Pyramid Network

Latent space learning

• Autoencoder
• Variational Autoencoder