Tutorials for Special Topics in Advanced Machine Learning class
Content:
- Readme.md - this file
- adversarial - demonstrate GAN on mnist
- autoencoder - demonstrate autoencoders on mnist
- classification - demonstrate classification on mnist
- regression - demonstrate simple regression (runs on CPU)
Each tutorial folder contains:
- doall.lua - main script, which executes other files
- loadMnist.lua - downloading and loading mnist dataset
- model.lua - creates NN model
- saveModel.lua - sets of functions to to remove temporary data from model and save it
- train.lua - sets of functions for training NN and main training loop
From a selected tutorial directory run:
qlua doall.lua