A Simple Tutorial of AI

Published:

GitHub Link

Codebase for projects of ECE 570 (Artificial Intelligence) at Purdue University.

Language: Jupyter Notebook

The following AI techniques are included:

  • Sentiment Analysis
  • PCA
  • KNN Clustering
  • CNN Classifier
  • Autoencoder, Variational Autoencoder
  • Density Estimation: Gaussian Density, Histogram Density, and Kernel Density
  • GAN, DCGAN, WGAN